# embedding_metadata

key: chroma:document
string_value:
# Using GPT-4o mini to tag & caption images

This notebook explores how to leverage the vision capabilities of the GPT-4* models (for example `gpt-4o`, `gpt-4o-mini` or `gpt-4-turbo`) to tag & caption images. 

We can leverage the multimodal capabilities of these models to provide input images along with additional context on what they represent, and prompt the model to output tags or image descriptions. The image descriptions can then be further refined with a language model (in this notebook, we'll use `gpt-4o-mini`) to generate captions. 

Generating text content from images can be useful for multiple use cases, especially use cases involving search.  
We will illustrate a search use case in this notebook by using generated keywords and product captions to search for products - both from a text input and an image input.

As an example, we will use a dataset of Amazon furniture items, tag them with relevant keywords and generate short, descriptive captions.

## Setup


```python
# Install dependencies if needed
%pip install openai
%pip install scikit-learn
```


```python
from IPython.display import Image, display
import pandas as pd
from sklearn.metrics.pairwise import cosine_similarity
import numpy as np
from openai import OpenAI

# Initializing OpenAI client - see https://platform.openai.com/docs/quickstart?context=python
client = OpenAI()
```


```python
# Loading dataset
dataset_path =  "data/amazon_furniture_dataset.csv"
df = pd.read_csv(dataset_path)
df.head()
```




<div>
<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>asin</th>
      <th>url</th>
      <th>title</th>
      <th>brand</th>
      <th>price</th>
      <th>availability</th>
      <th>categories</th>
      <th>primary_image</th>
      <th>images</th>
      <th>upc</th>
      <th>.</th>
      <th>color</th>
      <th>material</th>
      <th>style</th>
      <th>important_information</th>
      <th>product_overview</th>
      <th>about_item</th>
      <th>description</th>
      <th>specifications</th>
      <th>uniq_id</th>
      <th>scraped_at</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>B0CJHKVG6P</td>
      <td>https://www.amazon.com/dp/B0CJHKVG6P</td>
      <td>GOYMFK 1pc Free Standing Shoe Rack, Multi-laye.</td>
      <td>GOYMFK</td>
      <td>$24.99</td>
      <td>Only 13 left in stock - order soon.</td>
      <td>['Home &amp; Kitchen', 'Storage &amp; Organization', '.</td>
      <td>https://m.media-amazon.


key: _node_content
string_value:
{"id_": "9347f6fd-675f-499a-af46-6623d736f97f", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "8a3f44ca-a444-4973-bdc6-61c99940e4ea", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "d5e46c2550bc347723892d3173805440795bbfad55c0e0faf5c0afa39255bf5c", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "19a0b9be-d129-4c3c-b5a1-343a022fe68d", "node_type": "1", "metadata": {}, "hash": "4c1f77a34804d664a733d1047a5c1da8edfed8a2349687b5627ee9b0a9447706", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>asin</th>
      <th>url</th>
      <th>title</th>
      <th>brand</th>
      <th>price</th>
      <th>availability</th>
      <th>categories</th>
      <th>primary_image</th>
      <th>images</th>
      <th>upc</th>
      <th>.</th>
      <th>color</th>
      <th>material</th>
      <th>style</th>
      <th>important_information</th>
      <th>product_overview</th>
      <th>about_item</th>
      <th>description</th>
      <th>specifications</th>
      <th>uniq_id</th>
      <th>scraped_at</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>B0CJHKVG6P</td>
      <td>https://www.amazon.com/dp/B0CJHKVG6P</td>
      <td>GOYMFK 1pc Free Standing Shoe Rack, Multi-laye.</td>
      <td>GOYMFK</td>
      <td>$24.99</td>
      <td>Only 13 left in stock - order soon.</td>
      <td>['Home &amp; Kitchen', 'Storage &amp; Organization', '.</td>
      <td>https://m.media-amazon.com/images/I/416WaLx10j.</td>
      <td>['https://m.media-amazon.com/images/I/416WaLx1.</td>
      <td>NaN</td>
      <td>.</td>
      <td>White</td>
      <td>Metal</td>
      <td>Modern</td>
      <td>[]</td>
      <td>[{'Brand': ' GOYMFK '}, {'Color': ' White '}, .</td>
      <td>['Multiple layers: Provides ample storage spac.</td>
      <td>multiple shoes, coats, hats, and other items E.</td>
      <td>['Brand: GOYMFK', 'Color: White', 'Material: M.</td>
      <td>02593e81-5c09-5069-8516-b0b29f439ded</td>
      <td>2024-02-02 15:15:08</td>
    </tr>
    <tr>
      <th>1</th>
      <td>B0B66QHB23</td>
      <td>https://www.amazon.com/dp/B0B66QHB23</td>
      <td>subrtex Leather ding Room, Dining Chairs Set o.</td>
      <td>subrtex</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>['Home &amp; Kitchen', 'Furniture', 'Dining Room F.</td>
      <td>https://m.media-amazon.com/images/I/31SejUEWY7.</td>
      <td>['https://m.


key: _node_content
string_value:
{"id_": "19a0b9be-d129-4c3c-b5a1-343a022fe68d", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "9347f6fd-675f-499a-af46-6623d736f97f", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "866ce3a92489a8b1ccef9243a288b58795363ad4c037b0de328906a33ffe04cb", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "e2e099a0-1232-4c8b-8d1b-2bf8554b950e", "node_type": "1", "metadata": {}, "hash": "7f60dfcf585843fd2b85a2c30603ca8a71d70db1ba8fbddd13514b52089bf4df", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
Kitchen', 'Storage &amp; Organization', '.</td>
      <td>https://m.media-amazon.com/images/I/416WaLx10j.</td>
      <td>['https://m.media-amazon.com/images/I/416WaLx1.</td>
      <td>NaN</td>
      <td>.</td>
      <td>White</td>
      <td>Metal</td>
      <td>Modern</td>
      <td>[]</td>
      <td>[{'Brand': ' GOYMFK '}, {'Color': ' White '}, .</td>
      <td>['Multiple layers: Provides ample storage spac.</td>
      <td>multiple shoes, coats, hats, and other items E.</td>
      <td>['Brand: GOYMFK', 'Color: White', 'Material: M.</td>
      <td>02593e81-5c09-5069-8516-b0b29f439ded</td>
      <td>2024-02-02 15:15:08</td>
    </tr>
    <tr>
      <th>1</th>
      <td>B0B66QHB23</td>
      <td>https://www.amazon.com/dp/B0B66QHB23</td>
      <td>subrtex Leather ding Room, Dining Chairs Set o.</td>
      <td>subrtex</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>['Home &amp; Kitchen', 'Furniture', 'Dining Room F.</td>
      <td>https://m.media-amazon.com/images/I/31SejUEWY7.</td>
      <td>['https://m.media-amazon.com/images/I/31SejUEW.</td>
      <td>NaN</td>
      <td>.</td>
      <td>Black</td>
      <td>Sponge</td>
      <td>Black Rubber Wood</td>
      <td>[]</td>
      <td>NaN</td>
      <td>['【Easy Assembly】: Set of 2 dining room chairs.</td>
      <td>subrtex Dining chairs Set of 2</td>
      <td>['Brand: subrtex', 'Color: Black', 'Product Di.</td>
      <td>5938d217-b8c5-5d3e-b1cf-e28e340f292e</td>
      <td>2024-02-02 15:15:09</td>
    </tr>
    <tr>
      <th>2</th>
      <td>B0BXRTWLYK</td>
      <td>https://www.amazon.com/dp/B0BXRTWLYK</td>
      <td>Plant Repotting Mat MUYETOL Waterproof Transpl.</td>
      <td>MUYETOL</td>
      <td>$5.98</td>
      <td>In Stock</td>
      <td>['Patio, Lawn &amp; Garden', 'Outdoor Décor', 'Doo.</td>
      <td>https://m.media-amazon.com/images/I/41RgefVq70.</td>
      <td>['https://m.media-amazon.com/images/I/41RgefVq.</td>
      <td>NaN</td>
      <td>.


key: _node_content
string_value:
{"id_": "e2e099a0-1232-4c8b-8d1b-2bf8554b950e", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "19a0b9be-d129-4c3c-b5a1-343a022fe68d", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "eaeedb46d2df84f137456fb9d9ccd015ac922038ee9d95fc28d05c634acee63c", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "cd34de38-edee-4216-bb5a-48176aade137", "node_type": "1", "metadata": {}, "hash": "3a5c3a2f6162f4c42d51aafdf38d36e4ff0ab0c89ae26f0e9ffc9ceaf34faf87", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
com/images/I/31SejUEWY7.</td>
      <td>['https://m.media-amazon.com/images/I/31SejUEW.</td>
      <td>NaN</td>
      <td>.</td>
      <td>Black</td>
      <td>Sponge</td>
      <td>Black Rubber Wood</td>
      <td>[]</td>
      <td>NaN</td>
      <td>['【Easy Assembly】: Set of 2 dining room chairs.</td>
      <td>subrtex Dining chairs Set of 2</td>
      <td>['Brand: subrtex', 'Color: Black', 'Product Di.</td>
      <td>5938d217-b8c5-5d3e-b1cf-e28e340f292e</td>
      <td>2024-02-02 15:15:09</td>
    </tr>
    <tr>
      <th>2</th>
      <td>B0BXRTWLYK</td>
      <td>https://www.amazon.com/dp/B0BXRTWLYK</td>
      <td>Plant Repotting Mat MUYETOL Waterproof Transpl.</td>
      <td>MUYETOL</td>
      <td>$5.98</td>
      <td>In Stock</td>
      <td>['Patio, Lawn &amp; Garden', 'Outdoor Décor', 'Doo.</td>
      <td>https://m.media-amazon.com/images/I/41RgefVq70.</td>
      <td>['https://m.media-amazon.com/images/I/41RgefVq.</td>
      <td>NaN</td>
      <td>.</td>
      <td>Green</td>
      <td>Polyethylene</td>
      <td>Modern</td>
      <td>[]</td>
      <td>[{'Brand': ' MUYETOL '}, {'Size': ' 26.8*26.8 .</td>
      <td>['PLANT REPOTTING MAT SIZE: 26.8" x 26.8", squ.</td>
      <td>NaN</td>
      <td>['Brand: MUYETOL', 'Size: 26.8*26.8', 'Item We.</td>
      <td>b2ede786-3f51-5a45-9a5b-bcf856958cd8</td>
      <td>2024-02-02 15:15:09</td>
    </tr>
    <tr>
      <th>3</th>
      <td>B0C1MRB2M8</td>
      <td>https://www.amazon.com/dp/B0C1MRB2M8</td>
      <td>Pickleball Doormat, Welcome Doormat Absorbent .</td>
      <td>VEWETOL</td>
      <td>$13.99</td>
      <td>Only 10 left in stock - order soon.</td>
      <td>['Patio, Lawn &amp; Garden', 'Outdoor Décor', 'Doo.</td>
      <td>https://m.media-amazon.com/images/I/61vz1Igler.</td>
      <td>['https://m.media-amazon.com/images/I/61vz1Igl.


key: _node_content
string_value:
{"id_": "cd34de38-edee-4216-bb5a-48176aade137", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "e2e099a0-1232-4c8b-8d1b-2bf8554b950e", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "f917de0235c1f9f7e4302ef55faa3caa44fabecb8d66805458d326509ca81504", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "fbac4090-f74f-4c4f-a266-56ad912737db", "node_type": "1", "metadata": {}, "hash": "74c97883a7360fef58164778be34cb7fc9a930b1da80ef1b9dc2ff1315e51a5a", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
com/images/I/41RgefVq.</td>
      <td>NaN</td>
      <td>.</td>
      <td>Green</td>
      <td>Polyethylene</td>
      <td>Modern</td>
      <td>[]</td>
      <td>[{'Brand': ' MUYETOL '}, {'Size': ' 26.8*26.8 .</td>
      <td>['PLANT REPOTTING MAT SIZE: 26.8" x 26.8", squ.</td>
      <td>NaN</td>
      <td>['Brand: MUYETOL', 'Size: 26.8*26.8', 'Item We.</td>
      <td>b2ede786-3f51-5a45-9a5b-bcf856958cd8</td>
      <td>2024-02-02 15:15:09</td>
    </tr>
    <tr>
      <th>3</th>
      <td>B0C1MRB2M8</td>
      <td>https://www.amazon.com/dp/B0C1MRB2M8</td>
      <td>Pickleball Doormat, Welcome Doormat Absorbent .</td>
      <td>VEWETOL</td>
      <td>$13.99</td>
      <td>Only 10 left in stock - order soon.</td>
      <td>['Patio, Lawn &amp; Garden', 'Outdoor Décor', 'Doo.</td>
      <td>https://m.media-amazon.com/images/I/61vz1Igler.</td>
      <td>['https://m.media-amazon.com/images/I/61vz1Igl.</td>
      <td>NaN</td>
      <td>.</td>
      <td>A5589</td>
      <td>Rubber</td>
      <td>Modern</td>
      <td>[]</td>
      <td>[{'Brand': ' VEWETOL '}, {'Size': ' 16*24INCH .</td>
      <td>['Specifications: 16x24 Inch ', " High-Quality.</td>
      <td>The decorative doormat features a subtle textu.</td>
      <td>['Brand: VEWETOL', 'Size: 16*24INCH', 'Materia.</td>
      <td>8fd9377b-cfa6-5f10-835c-6b8eca2816b5</td>
      <td>2024-02-02 15:15:10</td>
    </tr>
    <tr>
      <th>4</th>
      <td>B0CG1N9QRC</td>
      <td>https://www.amazon.com/dp/B0CG1N9QRC</td>
      <td>JOIN IRON Foldable TV Trays for Eating Set of .</td>
      <td>JOIN IRON Store</td>
      <td>$89.99</td>
      <td>Usually ships within 5 to 6 weeks</td>
      <td>['Home &amp; Kitchen', 'Furniture', 'Game &amp; Recrea.</td>
      <td>https://m.media-amazon.com/images/I/41p4d4VJnN.</td>
      <td>['https://m.


key: _node_content
string_value:
{"id_": "fbac4090-f74f-4c4f-a266-56ad912737db", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "cd34de38-edee-4216-bb5a-48176aade137", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "cf16b4e5271cd9c4032a86c76b15cd507e1c1d60f90d6a34145787d23724c3b1", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "c549daa7-dcda-4ffe-9b61-516b2047ad6f", "node_type": "1", "metadata": {}, "hash": "28fa1c9d5b6be5dce72abf1315c58a3a0712626db27a519c717015077f2ae9c7", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
</td>
      <td>['https://m.media-amazon.com/images/I/61vz1Igl.</td>
      <td>NaN</td>
      <td>.</td>
      <td>A5589</td>
      <td>Rubber</td>
      <td>Modern</td>
      <td>[]</td>
      <td>[{'Brand': ' VEWETOL '}, {'Size': ' 16*24INCH .</td>
      <td>['Specifications: 16x24 Inch ', " High-Quality.</td>
      <td>The decorative doormat features a subtle textu.</td>
      <td>['Brand: VEWETOL', 'Size: 16*24INCH', 'Materia.</td>
      <td>8fd9377b-cfa6-5f10-835c-6b8eca2816b5</td>
      <td>2024-02-02 15:15:10</td>
    </tr>
    <tr>
      <th>4</th>
      <td>B0CG1N9QRC</td>
      <td>https://www.amazon.com/dp/B0CG1N9QRC</td>
      <td>JOIN IRON Foldable TV Trays for Eating Set of .</td>
      <td>JOIN IRON Store</td>
      <td>$89.99</td>
      <td>Usually ships within 5 to 6 weeks</td>
      <td>['Home &amp; Kitchen', 'Furniture', 'Game &amp; Recrea.</td>
      <td>https://m.media-amazon.com/images/I/41p4d4VJnN.</td>
      <td>['https://m.media-amazon.com/images/I/41p4d4VJ.</td>
      <td>NaN</td>
      <td>.</td>
      <td>Grey Set of 4</td>
      <td>Iron</td>
      <td>X Classic Style</td>
      <td>[]</td>
      <td>NaN</td>
      <td>['Includes 4 Folding Tv Tray Tables And one Co.</td>
      <td>Set of Four Folding Trays With Matching Storag.</td>
      <td>['Brand: JOIN IRON', 'Shape: Rectangular', 'In.</td>
      <td>bdc9aa30-9439-50dc-8e89-213ea211d66a</td>
      <td>2024-02-02 15:15:11</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 25 columns</p>
</div>



## Tag images

In this section, we'll use GPT-4o mini to generate relevant tags for our products.

We'll use a simple zero-shot approach to extract keywords, and deduplicate those keywords using embeddings to avoid having multiple keywords that are too similar.

We will use a combination of an image and the product title to avoid extracting keywords for other items that are depicted in the image - sometimes there are multiple items used in the scene and we want to focus on just the one we want to tag.

### Extract keywords


key: _node_content
string_value:
{"id_": "c549daa7-dcda-4ffe-9b61-516b2047ad6f", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "fbac4090-f74f-4c4f-a266-56ad912737db", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "743fa0b008af5c76278fda1f7ff19e5a24b309c26b4a2a6ecc826c25a04d84a4", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "4f5c59bc-ff2f-487f-a4b9-114b61224075", "node_type": "1", "metadata": {}, "hash": "59c03e3a90d1823ab6f448bbe8f2796ef220a386a71ee6b593ca058d9c15cfd6", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
Kitchen', 'Furniture', 'Game &amp; Recrea.</td>
      <td>https://m.media-amazon.com/images/I/41p4d4VJnN.</td>
      <td>['https://m.media-amazon.com/images/I/41p4d4VJ.</td>
      <td>NaN</td>
      <td>.</td>
      <td>Grey Set of 4</td>
      <td>Iron</td>
      <td>X Classic Style</td>
      <td>[]</td>
      <td>NaN</td>
      <td>['Includes 4 Folding Tv Tray Tables And one Co.</td>
      <td>Set of Four Folding Trays With Matching Storag.</td>
      <td>['Brand: JOIN IRON', 'Shape: Rectangular', 'In.</td>
      <td>bdc9aa30-9439-50dc-8e89-213ea211d66a</td>
      <td>2024-02-02 15:15:11</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 25 columns</p>
</div>



## Tag images

In this section, we'll use GPT-4o mini to generate relevant tags for our products.

We'll use a simple zero-shot approach to extract keywords, and deduplicate those keywords using embeddings to avoid having multiple keywords that are too similar.

We will use a combination of an image and the product title to avoid extracting keywords for other items that are depicted in the image - sometimes there are multiple items used in the scene and we want to focus on just the one we want to tag.

### Extract keywords


```python
system_prompt = '''
    You are an agent specialized in tagging images of furniture items, decorative items, or furnishings with relevant keywords that could be used to search for these items on a marketplace.
    
    You will be provided with an image and the title of the item that is depicted in the image, and your goal is to extract keywords for only the item specified. 
    
    Keywords should be concise and in lower case. 
    
    Keywords can describe things like:
    - Item type e.g. 'sofa bed', 'chair', 'desk', 'plant'
    - Item material e.g. 'wood', 'metal', 'fabric'
    - Item style e.g. 'scandinavian', 'vintage', 'industrial'
    - Item color e.g. 'red', 'blue', 'white'
    
    Only deduce material, style or color keywords when it is obvious that they make the item depicted in the image stand out.

    Return keywords in the format of an array of strings, like this:
    ['desk', 'industrial', 'metal']
    
'''

def analyze_image(img_url, title):
    response = client.chat.completions.create(
    model="gpt-4o-mini",
    messages=[
        {
            "role": "system",
            "content": system_prompt
        },
        {
            "role": "user",
            "content": [
                {
                    "type": "image_url",
                    "image_url": {
                        "url": img_url,
                    }
                },
            ],
        },
        {
            "role": "user",
            "content": title
        }
    ],
        max_tokens=300,
        top_p=0.1
    )

    return response.choices[0].message.content
```

#### Testing with a few examples


```python
examples = df.iloc[:5]
```


key: _node_content
string_value:
{"id_": "4f5c59bc-ff2f-487f-a4b9-114b61224075", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "c549daa7-dcda-4ffe-9b61-516b2047ad6f", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "6c860aa207c047bc882a850c7816ff9e4c29f42aaa250f296f8f57c25c8c3317", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "7e032efc-7813-4979-9e4a-f2603d93a52e", "node_type": "1", "metadata": {}, "hash": "3fd45ea04c91920887abd5f07c6997cb68a6e99cfd3893d3672a82a7715b5ec6", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": 7501, "end_char_idx": 10280, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
```python
system_prompt = '''
    You are an agent specialized in tagging images of furniture items, decorative items, or furnishings with relevant keywords that could be used to search for these items on a marketplace.
    
    You will be provided with an image and the title of the item that is depicted in the image, and your goal is to extract keywords for only the item specified. 
    
    Keywords should be concise and in lower case. 
    
    Keywords can describe things like:
    - Item type e.g. 'sofa bed', 'chair', 'desk', 'plant'
    - Item material e.g. 'wood', 'metal', 'fabric'
    - Item style e.g. 'scandinavian', 'vintage', 'industrial'
    - Item color e.g. 'red', 'blue', 'white'
    
    Only deduce material, style or color keywords when it is obvious that they make the item depicted in the image stand out.

    Return keywords in the format of an array of strings, like this:
    ['desk', 'industrial', 'metal']
    
'''

def analyze_image(img_url, title):
    response = client.chat.completions.create(
    model="gpt-4o-mini",
    messages=[
        {
            "role": "system",
            "content": system_prompt
        },
        {
            "role": "user",
            "content": [
                {
                    "type": "image_url",
                    "image_url": {
                        "url": img_url,
                    }
                },
            ],
        },
        {
            "role": "user",
            "content": title
        }
    ],
        max_tokens=300,
        top_p=0.1
    )

    return response.choices[0].message.content
```

#### Testing with a few examples


```python
examples = df.iloc[:5]
```


```python
for index, ex in examples.iterrows():
    url = ex['primary_image']
    img = Image(url=url)
    display(img)
    result = analyze_image(url, ex['title'])
    print(result)
    print("\n\n")
```


<img src="https://m.media-amazon.com/images/I/416WaLx10jL._SS522_.jpg"/>


    ['shoe rack', 'metal', 'white', 'multi-layer', 'hooks']
    
    
    



<img src="https://m.media-amazon.com/images/I/31SejUEWY7L._SS522_.jpg"/>


    ['dining chair', 'leather', 'black']
    
    
    



<img src="https://m.media-amazon.com/images/I/41RgefVq70L._SS522_.jpg"/>


    ['repotting mat', 'waterproof', 'portable', 'foldable', 'green']
    
    
    



<img src="https://m.media-amazon.com/images/I/61vz1IglerL._SS522_.jpg"/>


    ['doormat', 'absorbent', 'non-slip', 'coconut fiber', 'welcome', 'pickleball', 'outdoor']
    
    
    



<img src="https://m.media-amazon.com/images/I/41p4d4VJnNL._SS522_.jpg"/>


    ['tv tray', 'foldable', 'metal', 'grey']
    
    
    


### Looking up existing keywords

Using embeddings to avoid duplicates (synonyms) and/or match pre-defined keywords


key: _node_content
string_value:
{"id_": "7e032efc-7813-4979-9e4a-f2603d93a52e", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "4f5c59bc-ff2f-487f-a4b9-114b61224075", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "b6b4d53d9a032874414017a25f2d12cb7a5f696beed53314f6ee36aee04f2a86", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "ce0a2fc9-eb61-4e28-8566-ca19e67a7846", "node_type": "1", "metadata": {}, "hash": "1ccfb98d98f53a345666959c9cf610be75bdcb0aeaaa5d5df82010651e96f15b", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": 9146, "end_char_idx": 10872, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
```python
examples = df.iloc[:5]
```


```python
for index, ex in examples.iterrows():
    url = ex['primary_image']
    img = Image(url=url)
    display(img)
    result = analyze_image(url, ex['title'])
    print(result)
    print("\n\n")
```


<img src="https://m.media-amazon.com/images/I/416WaLx10jL._SS522_.jpg"/>


    ['shoe rack', 'metal', 'white', 'multi-layer', 'hooks']
    
    
    



<img src="https://m.media-amazon.com/images/I/31SejUEWY7L._SS522_.jpg"/>


    ['dining chair', 'leather', 'black']
    
    
    



<img src="https://m.media-amazon.com/images/I/41RgefVq70L._SS522_.jpg"/>


    ['repotting mat', 'waterproof', 'portable', 'foldable', 'green']
    
    
    



<img src="https://m.media-amazon.com/images/I/61vz1IglerL._SS522_.jpg"/>


    ['doormat', 'absorbent', 'non-slip', 'coconut fiber', 'welcome', 'pickleball', 'outdoor']
    
    
    



<img src="https://m.media-amazon.com/images/I/41p4d4VJnNL._SS522_.jpg"/>


    ['tv tray', 'foldable', 'metal', 'grey']
    
    
    


### Looking up existing keywords

Using embeddings to avoid duplicates (synonyms) and/or match pre-defined keywords


```python
# Feel free to change the embedding model here
def get_embedding(value, model="text-embedding-3-large"): 
    embeddings = client.embeddings.create(
      model=model,
      input=value,
      encoding_format="float"
    )
    return embeddings.data[0].embedding
```

#### Testing with example keywords


```python
# Existing keywords
keywords_list = ['industrial', 'metal', 'wood', 'vintage', 'bed']
```


```python
df_keywords = pd.DataFrame(keywords_list, columns=['keyword'])
df_keywords['embedding'] = df_keywords['keyword'].apply(lambda x: get_embedding(x))
df_keywords
```


key: _node_content
string_value:
{"id_": "ce0a2fc9-eb61-4e28-8566-ca19e67a7846", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "7e032efc-7813-4979-9e4a-f2603d93a52e", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "73efd8e213a21641a9166c1170c3b5ddb90c609b9735a22c6cb33b3a21b9e112", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "d4e94d02-d16c-4d9a-89da-091c5d2f2fd3", "node_type": "1", "metadata": {}, "hash": "00353b2b9df603a3c213d0bcc20dcd65990ea3b8939474583c66a65c929ff324", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": 9471, "end_char_idx": 11930, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
['shoe rack', 'metal', 'white', 'multi-layer', 'hooks']
    
    
    



<img src="https://m.media-amazon.com/images/I/31SejUEWY7L._SS522_.jpg"/>


    ['dining chair', 'leather', 'black']
    
    
    



<img src="https://m.media-amazon.com/images/I/41RgefVq70L._SS522_.jpg"/>


    ['repotting mat', 'waterproof', 'portable', 'foldable', 'green']
    
    
    



<img src="https://m.media-amazon.com/images/I/61vz1IglerL._SS522_.jpg"/>


    ['doormat', 'absorbent', 'non-slip', 'coconut fiber', 'welcome', 'pickleball', 'outdoor']
    
    
    



<img src="https://m.media-amazon.com/images/I/41p4d4VJnNL._SS522_.jpg"/>


    ['tv tray', 'foldable', 'metal', 'grey']
    
    
    


### Looking up existing keywords

Using embeddings to avoid duplicates (synonyms) and/or match pre-defined keywords


```python
# Feel free to change the embedding model here
def get_embedding(value, model="text-embedding-3-large"): 
    embeddings = client.embeddings.create(
      model=model,
      input=value,
      encoding_format="float"
    )
    return embeddings.data[0].embedding
```

#### Testing with example keywords


```python
# Existing keywords
keywords_list = ['industrial', 'metal', 'wood', 'vintage', 'bed']
```


```python
df_keywords = pd.DataFrame(keywords_list, columns=['keyword'])
df_keywords['embedding'] = df_keywords['keyword'].apply(lambda x: get_embedding(x))
df_keywords
```




<div>
<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>keyword</th>
      <th>embedding</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>industrial</td>
      <td>[-0.026137426, 0.021297162, -0.007273361, -0.0...</td>
    </tr>
    <tr>
      <th>1</th>
      <td>metal</td>
      <td>[-0.020492474, 0.0044436487, -0.0110632675, -0...</td>
    </tr>
    <tr>
      <th>2</th>
      <td>wood</td>
      <td>[0.013840097, 0.029538965, 0.00064718135, -0.0...</td>
    </tr>
    <tr>
      <th>3</th>
      <td>vintage</td>
      <td>[-0.052348174, 0.008181616, -0.015513194, 0.00...</td>
    </tr>
    <tr>
      <th>4</th>
      <td>bed</td>
      <td>[-0.011677503, 0.023275835, 0.0026937425, -0.0...</td>
    </tr>
  </tbody>
</table>
</div>


key: _node_content
string_value:
{"id_": "d4e94d02-d16c-4d9a-89da-091c5d2f2fd3", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "ce0a2fc9-eb61-4e28-8566-ca19e67a7846", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "196d53da5be13dece519232c796b8b0ddad436566a6c2949682f0d94b8240df5", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "b7f4a24e-5b2a-4838-b968-29e8f0c7b309", "node_type": "1", "metadata": {}, "hash": "4e32495f6951dbde0efd538ceea9d98a2c436c2a71d80861482f724b1cb02d8d", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": 11935, "end_char_idx": 13903, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
```python
def compare_keyword(keyword):
    embedded_value = get_embedding(keyword)
    df_keywords['similarity'] = df_keywords['embedding'].apply(lambda x: cosine_similarity(np.array(x).reshape(1,-1), np.array(embedded_value).reshape(1, -1)))
    most_similar = df_keywords.sort_values('similarity', ascending=False).iloc[0]
    return most_similar

def replace_keyword(keyword, threshold = 0.6):
    most_similar = compare_keyword(keyword)
    if most_similar['similarity'] > threshold:
        print(f"Replacing '{keyword}' with existing keyword: '{most_similar['keyword']}'")
        return most_similar['keyword']
    return keyword
```


```python
# Example keywords to compare to our list of existing keywords
example_keywords = ['bed frame', 'wooden', 'vintage', 'old school', 'desk', 'table', 'old', 'metal', 'metallic', 'woody']
final_keywords = []

for k in example_keywords:
    final_keywords.append(replace_keyword(k))
    
final_keywords = set(final_keywords)
print(f"Final keywords: {final_keywords}")
```

    Replacing 'bed frame' with existing keyword: 'bed'
    Replacing 'wooden' with existing keyword: 'wood'
    Replacing 'vintage' with existing keyword: 'vintage'
    Replacing 'metal' with existing keyword: 'metal'
    Replacing 'metallic' with existing keyword: 'metal'
    Replacing 'woody' with existing keyword: 'wood'
    Final keywords: {'vintage', 'desk', 'wood', 'table', 'old', 'bed', 'metal', 'old school'}


## Generate captions

In this section, we'll use GPT-4o mini to generate an image description and then use a few-shot examples approach with GPT-4-turbo to generate captions from the images.

If few-shot examples are not enough for your use case, consider fine-tuning a model to get the generated captions to match the style & tone you are targeting. 


```python
# Cleaning up dataset columns
selected_columns = ['title', 'primary_image', 'style', 'material', 'color', 'url']
df = df[selected_columns].copy()
df.head()
```


key: _node_content
string_value:
{"id_": "b7f4a24e-5b2a-4838-b968-29e8f0c7b309", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "d4e94d02-d16c-4d9a-89da-091c5d2f2fd3", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "91bcece5d52874fe49a03afbbc849559557bc0c52eec6ffbb7ef0f915c87fd50", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "05caece1-6821-4352-abf6-b4050d369276", "node_type": "1", "metadata": {}, "hash": "ab8f0be8c62138c2ba86e8e8230829e26ef08e354998f8c59879248fceb54507", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": 12579, "end_char_idx": 15880, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
```python
# Example keywords to compare to our list of existing keywords
example_keywords = ['bed frame', 'wooden', 'vintage', 'old school', 'desk', 'table', 'old', 'metal', 'metallic', 'woody']
final_keywords = []

for k in example_keywords:
    final_keywords.append(replace_keyword(k))
    
final_keywords = set(final_keywords)
print(f"Final keywords: {final_keywords}")
```

    Replacing 'bed frame' with existing keyword: 'bed'
    Replacing 'wooden' with existing keyword: 'wood'
    Replacing 'vintage' with existing keyword: 'vintage'
    Replacing 'metal' with existing keyword: 'metal'
    Replacing 'metallic' with existing keyword: 'metal'
    Replacing 'woody' with existing keyword: 'wood'
    Final keywords: {'vintage', 'desk', 'wood', 'table', 'old', 'bed', 'metal', 'old school'}


## Generate captions

In this section, we'll use GPT-4o mini to generate an image description and then use a few-shot examples approach with GPT-4-turbo to generate captions from the images.

If few-shot examples are not enough for your use case, consider fine-tuning a model to get the generated captions to match the style & tone you are targeting. 


```python
# Cleaning up dataset columns
selected_columns = ['title', 'primary_image', 'style', 'material', 'color', 'url']
df = df[selected_columns].copy()
df.head()
```




<div>
<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>title</th>
      <th>primary_image</th>
      <th>style</th>
      <th>material</th>
      <th>color</th>
      <th>url</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>GOYMFK 1pc Free Standing Shoe Rack, Multi-laye...</td>
      <td>https://m.media-amazon.com/images/I/416WaLx10j...</td>
      <td>Modern</td>
      <td>Metal</td>
      <td>White</td>
      <td>https://www.amazon.com/dp/B0CJHKVG6P</td>
    </tr>
    <tr>
      <th>1</th>
      <td>subrtex Leather ding Room, Dining Chairs Set o...</td>
      <td>https://m.media-amazon.com/images/I/31SejUEWY7...</td>
      <td>Black Rubber Wood</td>
      <td>Sponge</td>
      <td>Black</td>
      <td>https://www.amazon.com/dp/B0B66QHB23</td>
    </tr>
    <tr>
      <th>2</th>
      <td>Plant Repotting Mat MUYETOL Waterproof Transpl...</td>
      <td>https://m.media-amazon.com/images/I/41RgefVq70...</td>
      <td>Modern</td>
      <td>Polyethylene</td>
      <td>Green</td>
      <td>https://www.amazon.com/dp/B0BXRTWLYK</td>
    </tr>
    <tr>
      <th>3</th>
      <td>Pickleball Doormat, Welcome Doormat Absorbent ...</td>
      <td>https://m.media-amazon.com/images/I/61vz1Igler...</td>
      <td>Modern</td>
      <td>Rubber</td>
      <td>A5589</td>
      <td>https://www.amazon.com/dp/B0C1MRB2M8</td>
    </tr>
    <tr>
      <th>4</th>
      <td>JOIN IRON Foldable TV Trays for Eating Set of ...</td>
      <td>https://m.media-amazon.com/images/I/41p4d4VJnN...</td>
      <td>X Classic Style</td>
      <td>Iron</td>
      <td>Grey Set of 4</td>
      <td>https://www.amazon.com/dp/B0CG1N9QRC</td>
    </tr>
  </tbody>
</table>
</div>


key: _node_content
string_value:
{"id_": "05caece1-6821-4352-abf6-b4050d369276", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "b7f4a24e-5b2a-4838-b968-29e8f0c7b309", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "6ce5c09c4a3e1c08e80f71a1545f9312c42b32af04295f3896c75c4d1914587b", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "5b1b07e6-1c62-44b1-82db-c677692c42da", "node_type": "1", "metadata": {}, "hash": "db39761c53bdb25b65353af7eebfb56b3520d5a799d85a0078c52425ef93e58b", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": 15884, "end_char_idx": 17150, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
### Describing images with GPT-4o mini


```python
describe_system_prompt = '''
    You are a system generating descriptions for furniture items, decorative items, or furnishings on an e-commerce website.
    Provided with an image and a title, you will describe the main item that you see in the image, giving details but staying concise.
    You can describe unambiguously what the item is and its material, color, and style if clearly identifiable.
    If there are multiple items depicted, refer to the title to understand which item you should describe.
    '''

def describe_image(img_url, title):
    response = client.chat.completions.create(
    model="gpt-4o-mini",
    temperature=0.2,
    messages=[
        {
            "role": "system",
            "content": describe_system_prompt
        },
        {
            "role": "user",
            "content": [
                {
                    "type": "image_url",
                    "image_url": {
                        "url": img_url,
                    }
                },
            ],
        },
        {
            "role": "user",
            "content": title
        }
    ],
    max_tokens=300,
    )

    return response.choices[0].message.content
```

#### Testing on a few examples


key: _node_content
string_value:
{"id_": "5b1b07e6-1c62-44b1-82db-c677692c42da", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "05caece1-6821-4352-abf6-b4050d369276", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "2cd00fa1f22de74118a533e71084685ebade8b4d7b680503fcaf9d558d0a71ff", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "b79b382e-7964-4d95-a78f-45fa3ee30dd2", "node_type": "1", "metadata": {}, "hash": "3206b7aa7ccc883300621a716574f0560b608bc87142bba4797285ab640a381e", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": 15884, "end_char_idx": 20204, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
### Describing images with GPT-4o mini


```python
describe_system_prompt = '''
    You are a system generating descriptions for furniture items, decorative items, or furnishings on an e-commerce website.
    Provided with an image and a title, you will describe the main item that you see in the image, giving details but staying concise.
    You can describe unambiguously what the item is and its material, color, and style if clearly identifiable.
    If there are multiple items depicted, refer to the title to understand which item you should describe.
    '''

def describe_image(img_url, title):
    response = client.chat.completions.create(
    model="gpt-4o-mini",
    temperature=0.2,
    messages=[
        {
            "role": "system",
            "content": describe_system_prompt
        },
        {
            "role": "user",
            "content": [
                {
                    "type": "image_url",
                    "image_url": {
                        "url": img_url,
                    }
                },
            ],
        },
        {
            "role": "user",
            "content": title
        }
    ],
    max_tokens=300,
    )

    return response.choices[0].message.content
```

#### Testing on a few examples


```python
for index, row in examples.iterrows():
    print(f"{row['title'][:50]}{'...' if len(row['title']) > 50 else ''} - {row['url']} :\n")
    img_description = describe_image(row['primary_image'], row['title'])
    print(f"{img_description}\n--------------------------\n")
```

    GOYMFK 1pc Free Standing Shoe Rack, Multi-layer Me... - https://www.amazon.com/dp/B0CJHKVG6P :
    
    The item is a free-standing shoe rack designed for versatile use in living rooms, bathrooms, or hallways. It features a multi-layer metal structure with a sleek white finish. The rack includes eight double hooks at the top for hanging accessories like hats, bags, or scarves. Below, there are multiple shelves that provide ample space for organizing shoes, making it both functional and stylish for entryway storage.
    --------------------------
    
    subrtex Leather ding Room, Dining Chairs Set of 2,... - https://www.amazon.com/dp/B0B66QHB23 :
    
    The Subrtex Leather Dining Chairs come in a set of two, featuring a sleek black design. Each chair is upholstered in durable faux leather, offering a modern and stylish look. The high backrest is accentuated with subtle vertical stitching, while the sturdy wooden legs provide stability and support. These chairs are ideal for enhancing the aesthetic of any dining room.
    --------------------------
    
    Plant Repotting Mat MUYETOL Waterproof Transplanti... - https://www.amazon.com/dp/B0BXRTWLYK :
    
    The Plant Repotting Mat is a portable and foldable gardening accessory, measuring 26.8" x 26.8". It features a vibrant green color with black edges, designed to be waterproof for easy cleanup during soil changes. The mat provides a spacious area for repotting plants and comes with tools for transplanting. Ideal for indoor gardening, it helps keep your workspace tidy while you care for your succulents and other plants.
    --------------------------
    
    Pickleball Doormat, Welcome Doormat Absorbent Non-... - https://www.amazon.com/dp/B0C1MRB2M8 :
    
    The Pickleball Doormat features a natural coir material with a rectangular shape, measuring 16x24 inches. It showcases a playful design with the phrase "It's a good day to play PICKLEBALL" in bold black lettering, accompanied by graphic illustrations of pickleball paddles. The mat is designed to be absorbent and non-slip, making it suitable for entryways or bathrooms. Its light brown color adds a warm touch to any space.
    --------------------------
    
    JOIN IRON Foldable TV Trays for Eating Set of 4 wi... - https://www.amazon.com/dp/B0CG1N9QRC :
    
    The JOIN IRON Foldable TV Trays set includes four sleek, grey snack tables designed for convenience and space-saving. Each tray features a sturdy, flat surface supported by a durable metal frame, allowing for easy folding and storage. The minimalist design makes them ideal for small spaces, perfect for enjoying meals or snacks while watching TV. The set also comes with a stand for organized storage when not in use.
    --------------------------


key: _node_content
string_value:
{"id_": "b79b382e-7964-4d95-a78f-45fa3ee30dd2", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "5b1b07e6-1c62-44b1-82db-c677692c42da", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "e895313f87d9c950b55d46044bc66dda87994bca84b23aec89b3a11eb5e28207", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "25b3223d-5b84-4744-a934-fb82430f4342", "node_type": "1", "metadata": {}, "hash": "149efdecaa0a6e636983084638984687b2a3357a614397e9110f6081cf0af020", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": 20212, "end_char_idx": 23971, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
### Turning descriptions into captions
Using a few-shot examples approach to turn a long description into a short image caption


```python
caption_system_prompt = '''
Your goal is to generate short, descriptive captions for images of furniture items, decorative items, or furnishings based on an image description.
You will be provided with a description of an item image and you will output a caption that captures the most important information about the item.
Your generated caption should be short (1 sentence), and include the most relevant information about the item.
The most important information could be: the type of the item, the style (if mentioned), the material if especially relevant and any distinctive features.
'''

few_shot_examples = [
    {
        "description": "This is a multi-layer metal shoe rack featuring a free-standing design. It has a clean, white finish that gives it a modern and versatile look, suitable for various home decors. The rack includes several horizontal shelves dedicated to organizing shoes, providing ample space for multiple pairs. Above the shoe storage area, there are 8 double hooks arranged in two rows, offering additional functionality for hanging items such as hats, scarves, or bags. The overall structure is sleek and space-saving, making it an ideal choice for placement in living rooms, bathrooms, hallways, or entryways where efficient use of space is essential.",
        "caption": "White metal free-standing shoe rack"
    },
    {
        "description": "The image shows a set of two dining chairs in black. These chairs are upholstered in a leather-like material, giving them a sleek and sophisticated appearance. The design features straight lines with a slight curve at the top of the high backrest, which adds a touch of elegance. The chairs have a simple, vertical stitching detail on the backrest, providing a subtle decorative element. The legs are also black, creating a uniform look that would complement a contemporary dining room setting. The chairs appear to be designed for comfort and style, suitable for both casual and formal dining environments.",
        "caption": "Set of 2 modern black leather dining chairs"
    },
    {
        "description": "This is a square plant repotting mat designed for indoor gardening tasks such as transplanting and changing soil for plants. It measures 26.8 inches by 26.8 inches and is made from a waterproof material, which appears to be a durable, easy-to-clean fabric in a vibrant green color. The edges of the mat are raised with integrated corner loops, likely to keep soil and water contained during gardening activities. The mat is foldable, enhancing its portability, and can be used as a protective surface for various gardening projects, including working with succulents. It's a practical accessory for garden enthusiasts and makes for a thoughtful gift for those who enjoy indoor plant care.",
        "caption": "Waterproof square plant repotting mat"
    }
]

formatted_examples = [[{
    "role": "user",
    "content": ex['description']
},
{
    "role": "assistant", 
    "content": ex['caption']
}]
    for ex in few_shot_examples
]

formatted_examples = [i for ex in formatted_examples for i in ex]
```


```python
def caption_image(description, model="gpt-4o-mini"):
    messages = formatted_examples
    messages.insert(0, 
        {
            "role": "system",
            "content": caption_system_prompt
        })
    messages.append(
        {
            "role": "user",
            "content": description
        })
    response = client.chat.completions.create(
    model=model,
    temperature=0.2,
    messages=messages
    )

    return response.choices[0].message.content
```

#### Testing on a few examples


key: _node_content
string_value:
{"id_": "25b3223d-5b84-4744-a934-fb82430f4342", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "b79b382e-7964-4d95-a78f-45fa3ee30dd2", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "e83ec5e35620fc2cff68ed8e72044d53483f2f7931c0e03193582d75032f9c29", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "d675ea05-1e12-4e26-a670-2ebf9044e22c", "node_type": "1", "metadata": {}, "hash": "16087b068e485932bc2ca4c49e815813d42f45abd758cc9ebe1c6aec1269e051", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": 23453, "end_char_idx": 27003, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
```python
def caption_image(description, model="gpt-4o-mini"):
    messages = formatted_examples
    messages.insert(0, 
        {
            "role": "system",
            "content": caption_system_prompt
        })
    messages.append(
        {
            "role": "user",
            "content": description
        })
    response = client.chat.completions.create(
    model=model,
    temperature=0.2,
    messages=messages
    )

    return response.choices[0].message.content
```

#### Testing on a few examples


```python
examples = df.iloc[5:8]
```


```python
for index, row in examples.iterrows():
    print(f"{row['title'][:50]}{'...' if len(row['title']) > 50 else ''} - {row['url']} :\n")
    img_description = describe_image(row['primary_image'], row['title'])
    print(f"{img_description}\n--------------------------\n")
    img_caption = caption_image(img_description)
    print(f"{img_caption}\n--------------------------\n")
```

    LOVMOR 30'' Bathroom Vanity Sink Base Cabine, Stor... - https://www.amazon.com/dp/B0C9WYYFLB :
    
    The LOVMOR 30'' Bathroom Vanity Sink Base Cabinet features a classic design with a rich brown finish. It includes three drawers on the left side for ample storage, complemented by a spacious cabinet door on the right. The cabinet is constructed with detailed paneling, adding a touch of elegance, making it suitable for bathrooms, kitchens, laundry rooms, and more. Its versatile style allows it to blend seamlessly into various decor themes.
    --------------------------
    
    Classic 30'' brown bathroom vanity sink base cabinet with storage drawers.
    --------------------------
    
    Folews Bathroom Organizer Over The Toilet Storage,... - https://www.amazon.com/dp/B09NZY3R1T :
    
    The Folews Bathroom Organizer is a freestanding, 4-tier storage rack designed to fit over a toilet. It features a sleek black metal frame with adjustable shelves, allowing for customizable storage options. The shelves are made of wire, providing a modern look while ensuring durability. This organizer includes baskets for additional storage and is ideal for maximizing bathroom space by holding toiletries, towels, and other essentials. Its design is both functional and stylish, making it a great addition to any bathroom.
    --------------------------
    
    Freestanding 4-tier black metal bathroom organizer with adjustable wire shelves and baskets.
    --------------------------
    
    GOYMFK 1pc Free Standing Shoe Rack, Multi-layer Me... - https://www.amazon.com/dp/B0CJHKVG6P :
    
    The GOYMFK Free Standing Shoe Rack is a versatile storage solution designed for various spaces like living rooms, bathrooms, or hallways. It features a multi-layer metal construction with a sleek white finish. The rack includes eight double hooks at the top for hanging items such as hats, bags, or scarves. Below, there are multiple shelves for organizing shoes, accommodating various styles and sizes. Its modern design combines functionality with a clean aesthetic, making it a practical addition to any home.
    --------------------------
    
    Versatile white metal free-standing shoe rack with hooks and multiple shelves.
    --------------------------
    


## Image search

In this section, we will use generated keywords and captions to search items that match a given input, either text or image.

We will leverage our embeddings model to generate embeddings for the keywords and captions and compare them to either input text or the generated caption from an input image.


key: _node_content
string_value:
{"id_": "d675ea05-1e12-4e26-a670-2ebf9044e22c", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "25b3223d-5b84-4744-a934-fb82430f4342", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "d8e4a37f3caf0c4e9c0f15d9dd11046d2a2d33c1762d5175d78e85ac860d1c48", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "0e9d06d5-8517-4c99-bc38-6baf28bbbc29", "node_type": "1", "metadata": {}, "hash": "48c6b31bc160182ee09b0a9c789fb8a8b5d868759af12f4abdab20c78eb386c8", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
## Image search

In this section, we will use generated keywords and captions to search items that match a given input, either text or image.

We will leverage our embeddings model to generate embeddings for the keywords and captions and compare them to either input text or the generated caption from an input image.


```python
# Df we'll use to compare keywords
df_keywords = pd.DataFrame(columns=['keyword', 'embedding'])
df['keywords'] = ''
df['img_description'] = ''
df['caption'] = ''
```


```python
# Function to replace a keyword with an existing keyword if it's too similar
def get_keyword(keyword, df_keywords, threshold = 0.6):
    embedded_value = get_embedding(keyword)
    df_keywords['similarity'] = df_keywords['embedding'].apply(lambda x: cosine_similarity(np.array(x).reshape(1,-1), np.array(embedded_value).reshape(1, -1)))
    sorted_keywords = df_keywords.copy().sort_values('similarity', ascending=False)
    if len(sorted_keywords) > 0 :
        most_similar = sorted_keywords.iloc[0]
        if most_similar['similarity'] > threshold:
            print(f"Replacing '{keyword}' with existing keyword: '{most_similar['keyword']}'")
            return most_similar['keyword']
    new_keyword = {
        'keyword': keyword,
        'embedding': embedded_value
    }
    df_keywords = pd.concat([df_keywords, pd.DataFrame([new_keyword])], ignore_index=True)
    return keyword
```

### Preparing the dataset


```python
import ast

def tag_and_caption(row):
    keywords = analyze_image(row['primary_image'], row['title'])
    try:
        keywords = ast.literal_eval(keywords)
        mapped_keywords = [get_keyword(k, df_keywords) for k in keywords]
    except Exception as e:
        print(f"Error parsing keywords: {keywords}")
        mapped_keywords = []
    img_description = describe_image(row['primary_image'], row['title'])
    caption = caption_image(img_description)
    return {
        'keywords': mapped_keywords,
        'img_description': img_description,
        'caption': caption
    }

```


```python
df.shape
```




    (312, 9)



Processing all 312 lines of the dataset will take a while.
To test out the idea, we will only run it on the first 50 lines: this takes ~20 mins. 
Feel free to skip this step and load the already processed dataset (see below).


```python
# Running on first 50 lines
for index, row in df[:50].iterrows():
    print(f"{index} - {row['title'][:50]}{'.' if len(row['title']) > 50 else ''}")
    updates = tag_and_caption(row)
    df.loc[index, updates.keys()] = updates.values()
```

    0 - GOYMFK 1pc Free Standing Shoe Rack, Multi-layer Me.
    1 - subrtex Leather ding Room, Dining Chairs Set of 2,
    2 - Plant Repotting Mat MUYETOL Waterproof Transplanti.
    3 - Pickleball Doormat, Welcome Doormat Absorbent Non-.
    4 - JOIN IRON Foldable TV Trays for Eating Set of 4 wi.
    5 - LOVMOR 30'' Bathroom Vanity Sink Base Cabine, Stor.
    6 - Folews Bathroom Organizer Over The Toilet Storage,
    7 - GOYMFK 1pc Free Standing Shoe Rack, Multi-layer Me.
    8 - subrtex Leather ding Room,


key: _node_content
string_value:
{"id_": "0e9d06d5-8517-4c99-bc38-6baf28bbbc29", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "d675ea05-1e12-4e26-a670-2ebf9044e22c", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "71128cde77778bd9bb2f2e6534a9bd5d091302c7c18a964662f26060b92833b4", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "30260bf4-5293-4bb5-8a8b-de0aaed87fde", "node_type": "1", "metadata": {}, "hash": "c0b225f0750c9b6bd820b390704e862549f24e8462b7a269543c51c2ca887ea8", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
```python
df.shape
```




    (312, 9)



Processing all 312 lines of the dataset will take a while.
To test out the idea, we will only run it on the first 50 lines: this takes ~20 mins. 
Feel free to skip this step and load the already processed dataset (see below).


```python
# Running on first 50 lines
for index, row in df[:50].iterrows():
    print(f"{index} - {row['title'][:50]}{'.' if len(row['title']) > 50 else ''}")
    updates = tag_and_caption(row)
    df.loc[index, updates.keys()] = updates.values()
```

    0 - GOYMFK 1pc Free Standing Shoe Rack, Multi-layer Me.
    1 - subrtex Leather ding Room, Dining Chairs Set of 2,
    2 - Plant Repotting Mat MUYETOL Waterproof Transplanti.
    3 - Pickleball Doormat, Welcome Doormat Absorbent Non-.
    4 - JOIN IRON Foldable TV Trays for Eating Set of 4 wi.
    5 - LOVMOR 30'' Bathroom Vanity Sink Base Cabine, Stor.
    6 - Folews Bathroom Organizer Over The Toilet Storage,
    7 - GOYMFK 1pc Free Standing Shoe Rack, Multi-layer Me.
    8 - subrtex Leather ding Room, Dining Chairs Set of 2,
    9 - Plant Repotting Mat MUYETOL Waterproof Transplanti.
    10 - Pickleball Doormat, Welcome Doormat Absorbent Non-.
    11 - JOIN IRON Foldable TV Trays for Eating Set of 4 wi.
    12 - LOVMOR 30'' Bathroom Vanity Sink Base Cabine, Stor.
    13 - Folews Bathroom Organizer Over The Toilet Storage,
    14 - Lerliuo Nightstand, Side Table, Industrial Bedside.
    15 - Boss Office Products Any Task Mid-Back Task Chair .
    16 - Kingston Brass BA1752BB Heritage 18-Inch Towel-Bar.
    17 - Chief Mfg.Swing-Arm Wall Mount Hardware Mount Blac.
    18 - DOMYDEVM Black End Table, Nightstand with Charging.
    19 - LASCO 35-5019 Hallmack Style 24-Inch Towel Bar Acc.
    20 - Table-Mate II PRO TV Tray Table - Folding Table wi.
    21 - EGFheal White Dress Up Storage
    22 - Caroline's Treasures PPD3013JMAT Enchanted Garden .
    23 - Leick Home 70007-WTGD Mixed Metal and Wood Stepped.
    24 - Caroline's Treasures CK3435MAT Bichon Frise Doorma.
    25 - Wildkin Kids Canvas Sling Bookshelf with Storage f.
    26 - Gbuzozie 38L Round Laundry Hamper Cute Mermaid Gir.
    27 - Tiita Comfy Saucer Chair, Soft Faux Fur Oversized .
    28 - Summer Desk Decor,Welcome Summer Wood Block Sign D.
    29 - Homebeez 39.1" Length Bedroom Storage Bench, End B.
    30 - Flash Furniture Webb Commercial Grade 24" Round Bl.
    31 - Mellow 2 Inch Ventilated Memory Foam Mattress Topp.


key: _node_content
string_value:
{"id_": "30260bf4-5293-4bb5-8a8b-de0aaed87fde", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "0e9d06d5-8517-4c99-bc38-6baf28bbbc29", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "0a2f8a174a6d2eb2f9f1b5b0b8d6f42f1ee3eee95e2600305b49eae6ea81508c", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "1e29a3a5-ac13-4695-a72f-c0bff64e323a", "node_type": "1", "metadata": {}, "hash": "5b6d284b05c0d2e50df9709603e6226ca22438cd7c92030934a481f44063e7d9", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
11 - JOIN IRON Foldable TV Trays for Eating Set of 4 wi.
    12 - LOVMOR 30'' Bathroom Vanity Sink Base Cabine, Stor.
    13 - Folews Bathroom Organizer Over The Toilet Storage,
    14 - Lerliuo Nightstand, Side Table, Industrial Bedside.
    15 - Boss Office Products Any Task Mid-Back Task Chair .
    16 - Kingston Brass BA1752BB Heritage 18-Inch Towel-Bar.
    17 - Chief Mfg.Swing-Arm Wall Mount Hardware Mount Blac.
    18 - DOMYDEVM Black End Table, Nightstand with Charging.
    19 - LASCO 35-5019 Hallmack Style 24-Inch Towel Bar Acc.
    20 - Table-Mate II PRO TV Tray Table - Folding Table wi.
    21 - EGFheal White Dress Up Storage
    22 - Caroline's Treasures PPD3013JMAT Enchanted Garden .
    23 - Leick Home 70007-WTGD Mixed Metal and Wood Stepped.
    24 - Caroline's Treasures CK3435MAT Bichon Frise Doorma.
    25 - Wildkin Kids Canvas Sling Bookshelf with Storage f.
    26 - Gbuzozie 38L Round Laundry Hamper Cute Mermaid Gir.
    27 - Tiita Comfy Saucer Chair, Soft Faux Fur Oversized .
    28 - Summer Desk Decor,Welcome Summer Wood Block Sign D.
    29 - Homebeez 39.1" Length Bedroom Storage Bench, End B.
    30 - Flash Furniture Webb Commercial Grade 24" Round Bl.
    31 - Mellow 2 Inch Ventilated Memory Foam Mattress Topp.
    32 - CangLong Mid Century Modern Side Chair with Wood L.
    33 - HomePop Metal Accent Table Triangle Base Round Mir.
    34 - MAEPA RV Shoe Storage for Bedside - 8 Extra Large .
    35 - NearMoon Hand Towel Holder/Towel Ring - Bathroom T.
    36 - FLYJOE Narrow Side Table with PU Leather Magazine .
    37 - HomePop Home Decor | K2380-YDQY-2 | Luxury Large F.
    38 - Moroccan Leather Pouf Ottoman for Living Room - Ro.
    39 - AnyDesign Christmas Welcome Doormat Decorative Xma.
    40 - GXFC ZHAO Welcome Funny Door Mat Shoes and Bras Of.
    41 - LEASYLIFE Black Metal Trash can,10L/2.6GAL,Open To.
    42 - Solid Wood Wine Cabinet, bar Rack - Home Wood Furn.
    43 - Black Leather Office Chair Mid Back Leather Desk C.
    44 - Convenience Concepts Tucson Flip Top End Table wit.
    45 - 3-Tier Kitchen Storage Cart with Handle, Multifunc.
    46 - Mimoglad Office Chair, High Back Ergonomic Desk Ch.
    47 - Let the Adventure Begin Door Mat 17"x30" Decorativ.
    48 - 1 Pack Adjustable Height Center Support Leg for Be.
    49 - Stylo Culture Traditional Cotton Patchwork Embroid.



```python
df.head()
```




<div>
<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;


key: _node_content
string_value:
{"id_": "1e29a3a5-ac13-4695-a72f-c0bff64e323a", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "30260bf4-5293-4bb5-8a8b-de0aaed87fde", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "628b5f098f89f428d38a08b2848d53dd4d18f2179cc00d3b2a49f65462abef5f", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "875d3fd6-1d12-4f0e-ac98-f19e93c0cc79", "node_type": "1", "metadata": {}, "hash": "b59159eeac6992e2950a632133b92117feeba7d135588254eb02637322d074d1", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
31 - Mellow 2 Inch Ventilated Memory Foam Mattress Topp.
    32 - CangLong Mid Century Modern Side Chair with Wood L.
    33 - HomePop Metal Accent Table Triangle Base Round Mir.
    34 - MAEPA RV Shoe Storage for Bedside - 8 Extra Large .
    35 - NearMoon Hand Towel Holder/Towel Ring - Bathroom T.
    36 - FLYJOE Narrow Side Table with PU Leather Magazine .
    37 - HomePop Home Decor | K2380-YDQY-2 | Luxury Large F.
    38 - Moroccan Leather Pouf Ottoman for Living Room - Ro.
    39 - AnyDesign Christmas Welcome Doormat Decorative Xma.
    40 - GXFC ZHAO Welcome Funny Door Mat Shoes and Bras Of.
    41 - LEASYLIFE Black Metal Trash can,10L/2.6GAL,Open To.
    42 - Solid Wood Wine Cabinet, bar Rack - Home Wood Furn.
    43 - Black Leather Office Chair Mid Back Leather Desk C.
    44 - Convenience Concepts Tucson Flip Top End Table wit.
    45 - 3-Tier Kitchen Storage Cart with Handle, Multifunc.
    46 - Mimoglad Office Chair, High Back Ergonomic Desk Ch.
    47 - Let the Adventure Begin Door Mat 17"x30" Decorativ.
    48 - 1 Pack Adjustable Height Center Support Leg for Be.
    49 - Stylo Culture Traditional Cotton Patchwork Embroid.



```python
df.head()
```




<div>
<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>title</th>
      <th>primary_image</th>
      <th>style</th>
      <th>material</th>
      <th>color</th>
      <th>url</th>
      <th>keywords</th>
      <th>img_description</th>
      <th>caption</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>GOYMFK 1pc Free Standing Shoe Rack, Multi-laye.</td>
      <td>https://m.media-amazon.com/images/I/416WaLx10j.</td>
      <td>Modern</td>
      <td>Metal</td>
      <td>White</td>
      <td>https://www.amazon.com/dp/B0CJHKVG6P</td>
      <td>[shoe rack, metal, white, multi-layer, hooks]</td>
      <td>The GOYMFK Free Standing Shoe Rack is a versat.</td>
      <td>Sleek white multi-layer metal free-standing sh.</td>
    </tr>
    <tr>
      <th>1</th>
      <td>subrtex Leather ding Room, Dining Chairs Set o.</td>
      <td>https://m.media-amazon.com/images/I/31SejUEWY7.


key: _node_content
string_value:
{"id_": "875d3fd6-1d12-4f0e-ac98-f19e93c0cc79", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "1e29a3a5-ac13-4695-a72f-c0bff64e323a", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "5d72b35ed2acca958175a01f3005d868a8893bedc7a8dd2f1f0994b6a6df049b", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "64997ec9-6f45-4988-836b-2946f41c3712", "node_type": "1", "metadata": {}, "hash": "7d09a4b07eeb1646426980e88f1d01fa49c04d9b8bb39c23b5c9dbe0d369034e", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>title</th>
      <th>primary_image</th>
      <th>style</th>
      <th>material</th>
      <th>color</th>
      <th>url</th>
      <th>keywords</th>
      <th>img_description</th>
      <th>caption</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>GOYMFK 1pc Free Standing Shoe Rack, Multi-laye.</td>
      <td>https://m.media-amazon.com/images/I/416WaLx10j.</td>
      <td>Modern</td>
      <td>Metal</td>
      <td>White</td>
      <td>https://www.amazon.com/dp/B0CJHKVG6P</td>
      <td>[shoe rack, metal, white, multi-layer, hooks]</td>
      <td>The GOYMFK Free Standing Shoe Rack is a versat.</td>
      <td>Sleek white multi-layer metal free-standing sh.</td>
    </tr>
    <tr>
      <th>1</th>
      <td>subrtex Leather ding Room, Dining Chairs Set o.</td>
      <td>https://m.media-amazon.com/images/I/31SejUEWY7.</td>
      <td>Black Rubber Wood</td>
      <td>Sponge</td>
      <td>Black</td>
      <td>https://www.amazon.com/dp/B0B66QHB23</td>
      <td>[dining chair, leather, black]</td>
      <td>The Subrtex Leather Dining Chairs come in a se.</td>
      <td>Set of 2 modern black faux leather dining chai.</td>
    </tr>
    <tr>
      <th>2</th>
      <td>Plant Repotting Mat MUYETOL Waterproof Transpl.</td>
      <td>https://m.media-amazon.com/images/I/41RgefVq70.</td>
      <td>Modern</td>
      <td>Polyethylene</td>
      <td>Green</td>
      <td>https://www.amazon.com/dp/B0BXRTWLYK</td>
      <td>[repotting mat, waterproof, portable, foldable.</td>
      <td>The Plant Repotting Mat is a portable and fold.</td>
      <td>Vibrant green waterproof plant repotting mat</td>
    </tr>
    <tr>
      <th>3</th>
      <td>Pickleball Doormat, Welcome Doormat Absorbent .</td>
      <td>https://m.media-amazon.com/images/I/61vz1Igler.</td>
      <td>Modern</td>
      <td>Rubber</td>
      <td>A5589</td>
      <td>https://www.amazon.


key: _node_content
string_value:
{"id_": "64997ec9-6f45-4988-836b-2946f41c3712", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "875d3fd6-1d12-4f0e-ac98-f19e93c0cc79", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "a2a73a315dec516e6634458379a0d0948f144d0585236fda60f90b7e325cfad4", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "9a40cf77-38ba-4d6e-9601-e4912af0b75e", "node_type": "1", "metadata": {}, "hash": "014a4dd705886fba849f80e7d59559488811cc54d3b5ea22c616706a25dd83b8", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
Dining Chairs Set o.</td>
      <td>https://m.media-amazon.com/images/I/31SejUEWY7.</td>
      <td>Black Rubber Wood</td>
      <td>Sponge</td>
      <td>Black</td>
      <td>https://www.amazon.com/dp/B0B66QHB23</td>
      <td>[dining chair, leather, black]</td>
      <td>The Subrtex Leather Dining Chairs come in a se.</td>
      <td>Set of 2 modern black faux leather dining chai.</td>
    </tr>
    <tr>
      <th>2</th>
      <td>Plant Repotting Mat MUYETOL Waterproof Transpl.</td>
      <td>https://m.media-amazon.com/images/I/41RgefVq70.</td>
      <td>Modern</td>
      <td>Polyethylene</td>
      <td>Green</td>
      <td>https://www.amazon.com/dp/B0BXRTWLYK</td>
      <td>[repotting mat, waterproof, portable, foldable.</td>
      <td>The Plant Repotting Mat is a portable and fold.</td>
      <td>Vibrant green waterproof plant repotting mat</td>
    </tr>
    <tr>
      <th>3</th>
      <td>Pickleball Doormat, Welcome Doormat Absorbent .</td>
      <td>https://m.media-amazon.com/images/I/61vz1Igler.</td>
      <td>Modern</td>
      <td>Rubber</td>
      <td>A5589</td>
      <td>https://www.amazon.com/dp/B0C1MRB2M8</td>
      <td>[doormat, absorbent, non-slip, coconut fiber, .</td>
      <td>The Pickleball Doormat is a charming welcome m.</td>
      <td>Coir welcome mat featuring a playful "It's a g.</td>
    </tr>
    <tr>
      <th>4</th>
      <td>JOIN IRON Foldable TV Trays for Eating Set of .</td>
      <td>https://m.media-amazon.com/images/I/41p4d4VJnN.</td>
      <td>X Classic Style</td>
      <td>Iron</td>
      <td>Grey Set of 4</td>
      <td>https://www.amazon.com/dp/B0CG1N9QRC</td>
      <td>[tv tray, foldable, metal, grey]</td>
      <td>The JOIN IRON Foldable TV Tray Set includes fo.</td>
      <td>Set of 4 foldable grey TV trays with durable b.</td>
    </tr>
  </tbody>
</table>
</div>




```python
data_path = "data/items_tagged_and_captioned.csv"
```


```python
# Saving locally for later - optional: do not execute if you prefer to use the provided file
df.to_csv(data_path, index=False)
```


key: _node_content
string_value:
{"id_": "9a40cf77-38ba-4d6e-9601-e4912af0b75e", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "64997ec9-6f45-4988-836b-2946f41c3712", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "240ef4738bd1a49a2f41ef38b41092475864fb008b1cb2dca63452138d2f8732", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "f23b53df-6b9d-43b4-9f36-557754e7006f", "node_type": "1", "metadata": {}, "hash": "2fb8c9d17474f1e6191d5282584addebf1a65f30053a4879674fb7187b156035", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
Welcome Doormat Absorbent .</td>
      <td>https://m.media-amazon.com/images/I/61vz1Igler.</td>
      <td>Modern</td>
      <td>Rubber</td>
      <td>A5589</td>
      <td>https://www.amazon.com/dp/B0C1MRB2M8</td>
      <td>[doormat, absorbent, non-slip, coconut fiber, .</td>
      <td>The Pickleball Doormat is a charming welcome m.</td>
      <td>Coir welcome mat featuring a playful "It's a g.</td>
    </tr>
    <tr>
      <th>4</th>
      <td>JOIN IRON Foldable TV Trays for Eating Set of .</td>
      <td>https://m.media-amazon.com/images/I/41p4d4VJnN.</td>
      <td>X Classic Style</td>
      <td>Iron</td>
      <td>Grey Set of 4</td>
      <td>https://www.amazon.com/dp/B0CG1N9QRC</td>
      <td>[tv tray, foldable, metal, grey]</td>
      <td>The JOIN IRON Foldable TV Tray Set includes fo.</td>
      <td>Set of 4 foldable grey TV trays with durable b.</td>
    </tr>
  </tbody>
</table>
</div>




```python
data_path = "data/items_tagged_and_captioned.csv"
```


```python
# Saving locally for later - optional: do not execute if you prefer to use the provided file
df.to_csv(data_path, index=False)
```


```python
# Optional: load data from saved file if you haven't processed the whole dataset
df = pd.read_csv(data_path)
```

### Embedding captions and keywords
We can now use the generated captions and keywords to match relevant content to an input text query or caption. 
To do this, we will embed a combination of keywords + captions.
Note: creating the embeddings will take ~3 mins to run. Feel free to load the pre-processed dataset (see below).


```python
df_search = df.copy()
```


```python
def embed_tags_caption(x):
    if x['caption'] != '':
        try:
            keywords_string = ",".join(k for k in x['keywords']) + '\n'
            content = keywords_string + x['caption']
            embedding = get_embedding(content)
            return embedding
        except Exception as e:
            print(f"Error creating embedding for {x}: {e}")
```


```python
df_search['embedding'] = df_search.apply(lambda x: embed_tags_caption(x), axis=1)
```

    Error creating embedding for title              Suptsifira Shoe storage box, 24 Packs Shoe Box.
    primary_image      https://m.media-amazon.com/images/I/51enKGSxK8.
    style                                                            NaN
    material                                                   Porcelain
    color                                                          White
    url                             https://www.amazon.com/dp/B0BZ85JVBN
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 50, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Wellynap Computer Desk,31.5 inches Folding Tab.
    primary_image      https://m.media-amazon.com/images/I/51pO-N48te.


key: _node_content
string_value:
{"id_": "f23b53df-6b9d-43b4-9f36-557754e7006f", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "9a40cf77-38ba-4d6e-9601-e4912af0b75e", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "357aacf0be6062dc3b0ff756fa858472557ed93f1078e464eae0b4740f1bdbf9", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "a3f765b7-275b-4218-b216-e388ac6234c6", "node_type": "1", "metadata": {}, "hash": "99972be17c2f6140863e1ce8c554239bafd4bf59b6e1a6db2c69027661cf0c75", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
```python
# Optional: load data from saved file if you haven't processed the whole dataset
df = pd.read_csv(data_path)
```

### Embedding captions and keywords
We can now use the generated captions and keywords to match relevant content to an input text query or caption. 
To do this, we will embed a combination of keywords + captions.
Note: creating the embeddings will take ~3 mins to run. Feel free to load the pre-processed dataset (see below).


```python
df_search = df.copy()
```


```python
def embed_tags_caption(x):
    if x['caption'] != '':
        try:
            keywords_string = ",".join(k for k in x['keywords']) + '\n'
            content = keywords_string + x['caption']
            embedding = get_embedding(content)
            return embedding
        except Exception as e:
            print(f"Error creating embedding for {x}: {e}")
```


```python
df_search['embedding'] = df_search.apply(lambda x: embed_tags_caption(x), axis=1)
```

    Error creating embedding for title              Suptsifira Shoe storage box, 24 Packs Shoe Box.
    primary_image      https://m.media-amazon.com/images/I/51enKGSxK8.
    style                                                            NaN
    material                                                   Porcelain
    color                                                          White
    url                             https://www.amazon.com/dp/B0BZ85JVBN
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 50, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Wellynap Computer Desk,31.5 inches Folding Tab.
    primary_image      https://m.media-amazon.com/images/I/51pO-N48te.
    style                                                         Modern
    material                                                        Wood
    color                                                   Teak & Black
    url                             https://www.amazon.com/dp/B0CFL2G31X
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 51, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Smlttel Gold Clothing Rack With Shelves, Gold .
    primary_image      https://m.media-amazon.com/images/I/41aRwocdfA.
    style                                                         Modern
    material                                                       Metal
    color                                                         C gold
    url                             https://www.amazon.com/dp/B0B93TC1Z8
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 52, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Franklin Sports NFL Storage Ottoman + Containe.
    primary_image      https://m.media-amazon.com/images/I/31ptZB+wS-.
    style              Team Licensed Storage Ottoman with Detachable Lid
    material                                                      Fabric
    color                                                     Team Color
    url                             https://www.amazon.com/dp/B0787KRJ8S
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 53, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Honey-Can-Do 3-Tier Nesting Bamboo Shoe Rack S.
    primary_image      https://m.media-amazon.com/images/I/51GnnjKaVs.
    style                                                           Shoe
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "a3f765b7-275b-4218-b216-e388ac6234c6", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "f23b53df-6b9d-43b4-9f36-557754e7006f", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "3a00a749f735747c66f43b72e18e96cc5b1f65d618ee22c81a4499416f5f8a3e", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "fecfd186-5ada-41f3-b1aa-ec9bd00fde25", "node_type": "1", "metadata": {}, "hash": "7b6494f1f6869d1840617de35695889bdb5412a916d9902a584ce1f158758fab", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/51pO-N48te.
    style                                                         Modern
    material                                                        Wood
    color                                                   Teak & Black
    url                             https://www.amazon.com/dp/B0CFL2G31X
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 51, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Smlttel Gold Clothing Rack With Shelves, Gold .
    primary_image      https://m.media-amazon.com/images/I/41aRwocdfA.
    style                                                         Modern
    material                                                       Metal
    color                                                         C gold
    url                             https://www.amazon.com/dp/B0B93TC1Z8
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 52, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Franklin Sports NFL Storage Ottoman + Containe.
    primary_image      https://m.media-amazon.com/images/I/31ptZB+wS-.
    style              Team Licensed Storage Ottoman with Detachable Lid
    material                                                      Fabric
    color                                                     Team Color
    url                             https://www.amazon.com/dp/B0787KRJ8S
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 53, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Honey-Can-Do 3-Tier Nesting Bamboo Shoe Rack S.
    primary_image      https://m.media-amazon.com/images/I/51GnnjKaVs.
    style                                                           Shoe
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B08WRLKR7T
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 54, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Furnistar 15.9 inch Modern Round Velvet Storag.
    primary_image      https://m.media-amazon.com/images/I/31IBS5mzYS.
    style                                                         Modern
    material                                                        Wood
    color                                                           Grey
    url                             https://www.amazon.com/dp/B0C4NT8N8C
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 55, dtype: object: 'float' object is not iterable
    Error creating embedding for title              AMHANCIBLE C Shaped Side Table, End Tables Set.
    primary_image      https://m.media-amazon.com/images/I/41qDAGoNCr.
    style                                                   Straight Leg
    material                                             Engineered Wood
    color                                                          Black
    url                             https://www.amazon.com/dp/B0BT9SVN1V
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 56, dtype: object: 'float' object is not iterable
    Error creating embedding for title              LONGWIN Black Hanging Wall Round Mirror Decor .
    primary_image      https://m.media-amazon.com/images/I/41kC6cU5HX.
    style                                                         Modern
    material                                                Glass, Metal
    color                                                          Black
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "fecfd186-5ada-41f3-b1aa-ec9bd00fde25", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "a3f765b7-275b-4218-b216-e388ac6234c6", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "0d04a867aa209cbeb0080c6a5b56717e2f46e97932ba6bd929770c078445e188", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "660fd178-7268-407a-9f46-ec34d6778e15", "node_type": "1", "metadata": {}, "hash": "edb4b16439e9d3bcabd4b4bc78cee1a76f107648db077a2775fe2e8bbb1a71df", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/51GnnjKaVs.
    style                                                           Shoe
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B08WRLKR7T
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 54, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Furnistar 15.9 inch Modern Round Velvet Storag.
    primary_image      https://m.media-amazon.com/images/I/31IBS5mzYS.
    style                                                         Modern
    material                                                        Wood
    color                                                           Grey
    url                             https://www.amazon.com/dp/B0C4NT8N8C
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 55, dtype: object: 'float' object is not iterable
    Error creating embedding for title              AMHANCIBLE C Shaped Side Table, End Tables Set.
    primary_image      https://m.media-amazon.com/images/I/41qDAGoNCr.
    style                                                   Straight Leg
    material                                             Engineered Wood
    color                                                          Black
    url                             https://www.amazon.com/dp/B0BT9SVN1V
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 56, dtype: object: 'float' object is not iterable
    Error creating embedding for title              LONGWIN Black Hanging Wall Round Mirror Decor .
    primary_image      https://m.media-amazon.com/images/I/41kC6cU5HX.
    style                                                         Modern
    material                                                Glass, Metal
    color                                                          Black
    url                             https://www.amazon.com/dp/B094F897P3
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 57, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Need Fold Wall Mounted Workbench Folding Wall .
    primary_image      https://m.media-amazon.com/images/I/31SqvdFCut.
    style                                                         Modern
    material                                                       Metal
    color               Teak Color Desktop & Warm White Folding Brackets
    url                             https://www.amazon.com/dp/B00UV7B29A
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 58, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Big Joe Fuf XL Cover Only Machine Washable, Gr.
    primary_image      https://m.media-amazon.com/images/I/21ysztDdCY.
    style                                                          Plush
    material                                                         NaN
    color                                                           Grey
    url                             https://www.amazon.com/dp/B08T7JP8ZN
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 59, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Plymor Rectangle 5mm Beveled Glass Mirror, 6 i.
    primary_image      https://m.media-amazon.com/images/I/31wigA5chu.
    style                                                            NaN
    material                                                       Glass
    color                                                         Silver
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "660fd178-7268-407a-9f46-ec34d6778e15", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "fecfd186-5ada-41f3-b1aa-ec9bd00fde25", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "513cdbdbbbe6caf37f0d6dde8e2eb7e38b88722253fd65185b635357e8e03e28", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "38fcfba9-ea70-4230-9f62-f44438c8fce6", "node_type": "1", "metadata": {}, "hash": "ac6e3cf0084aeaa1fa0958445849c1f7b88dafc05316c238f6c82beb5b2dd3a9", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
primary_image      https://m.media-amazon.com/images/I/41kC6cU5HX.
    style                                                         Modern
    material                                                Glass, Metal
    color                                                          Black
    url                             https://www.amazon.com/dp/B094F897P3
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 57, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Need Fold Wall Mounted Workbench Folding Wall .
    primary_image      https://m.media-amazon.com/images/I/31SqvdFCut.
    style                                                         Modern
    material                                                       Metal
    color               Teak Color Desktop & Warm White Folding Brackets
    url                             https://www.amazon.com/dp/B00UV7B29A
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 58, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Big Joe Fuf XL Cover Only Machine Washable, Gr.
    primary_image      https://m.media-amazon.com/images/I/21ysztDdCY.
    style                                                          Plush
    material                                                         NaN
    color                                                           Grey
    url                             https://www.amazon.com/dp/B08T7JP8ZN
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 59, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Plymor Rectangle 5mm Beveled Glass Mirror, 6 i.
    primary_image      https://m.media-amazon.com/images/I/31wigA5chu.
    style                                                            NaN
    material                                                       Glass
    color                                                         Silver
    url                             https://www.amazon.com/dp/B09F3SGZ8Y
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 60, dtype: object: 'float' object is not iterable
    Error creating embedding for title              TIMCORR CD Case DVD Holder Storage: 144 Capaci.
    primary_image      https://m.media-amazon.com/images/I/411Q2ETwel.
    style                                                       Portable
    material                           EVA + PVC + PP + Non-woven fabric
    color                                                          Black
    url                             https://www.amazon.com/dp/B0B19ZGGXC
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 61, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Ginger Cayden Closed Towel Ring - 4905/SN - Sa.
    primary_image      https://m.media-amazon.com/images/I/31LNv7QILd.
    style                                                            NaN
    material                                                       Brass
    color                                                   Satin Nickel
    url                             https://www.amazon.com/dp/B00U0ECLG2
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 62, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Brightify Black Bathroom Mirrors for Wall, 24 .
    primary_image      https://m.media-amazon.com/images/I/510A0nIdGZ.
    style                                                         Modern
    material                                                    Aluminum
    color                                                          Black
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "38fcfba9-ea70-4230-9f62-f44438c8fce6", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "660fd178-7268-407a-9f46-ec34d6778e15", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "5f1d04ec6306f059bdb4362f8b07340a07a0105c7adee6f3dde4184f95701f60", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "7bd1dc84-d160-4c99-918c-860e62f49e59", "node_type": "1", "metadata": {}, "hash": "dd0d0be6dfe672969a56f41f0fe9424944e9b35badc9924269ab0e94b7b6a3bd", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/31wigA5chu.
    style                                                            NaN
    material                                                       Glass
    color                                                         Silver
    url                             https://www.amazon.com/dp/B09F3SGZ8Y
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 60, dtype: object: 'float' object is not iterable
    Error creating embedding for title              TIMCORR CD Case DVD Holder Storage: 144 Capaci.
    primary_image      https://m.media-amazon.com/images/I/411Q2ETwel.
    style                                                       Portable
    material                           EVA + PVC + PP + Non-woven fabric
    color                                                          Black
    url                             https://www.amazon.com/dp/B0B19ZGGXC
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 61, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Ginger Cayden Closed Towel Ring - 4905/SN - Sa.
    primary_image      https://m.media-amazon.com/images/I/31LNv7QILd.
    style                                                            NaN
    material                                                       Brass
    color                                                   Satin Nickel
    url                             https://www.amazon.com/dp/B00U0ECLG2
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 62, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Brightify Black Bathroom Mirrors for Wall, 24 .
    primary_image      https://m.media-amazon.com/images/I/510A0nIdGZ.
    style                                                         Modern
    material                                                    Aluminum
    color                                                          Black
    url                             https://www.amazon.com/dp/B0C2HNGCRX
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 63, dtype: object: 'float' object is not iterable
    Error creating embedding for title              SogesHome Wood Corner Cabinet Wall Corner Stor.
    primary_image      https://m.media-amazon.com/images/I/41BTUFVwm+.
    style                                                     Open Frame
    material                                                         NaN
    color                                                     White&teak
    url                             https://www.amazon.com/dp/B0C3B4D4RH
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 64, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Toy Storage for Lego Play Mat Bag - Duplo Toy .
    primary_image      https://m.media-amazon.com/images/I/51KKvmDCqB.
    style                                                            NaN
    material                                                       Nylon
    color                                                         Orange
    url                             https://www.amazon.com/dp/B0B4CL1M1M
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 65, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Flash Furniture Jefferson 2 Pk. Contemporary B.
    primary_image      https://m.media-amazon.com/images/I/41GYYVLfGj.
    style                                                   Contemporary
    material                                                         NaN
    color                                                          Brown
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "7bd1dc84-d160-4c99-918c-860e62f49e59", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "38fcfba9-ea70-4230-9f62-f44438c8fce6", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "89426bd061de4e485e3c298632eec0ec3c53a3876b90e795dbea32571bbf20dc", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "09114e48-2d52-4d26-90ff-54527fbb4ef9", "node_type": "1", "metadata": {}, "hash": "3d04f02e242b2724298656e70648413be5e7a7968b48e59b9670d1b648089dff", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
primary_image      https://m.media-amazon.com/images/I/510A0nIdGZ.
    style                                                         Modern
    material                                                    Aluminum
    color                                                          Black
    url                             https://www.amazon.com/dp/B0C2HNGCRX
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 63, dtype: object: 'float' object is not iterable
    Error creating embedding for title              SogesHome Wood Corner Cabinet Wall Corner Stor.
    primary_image      https://m.media-amazon.com/images/I/41BTUFVwm+.
    style                                                     Open Frame
    material                                                         NaN
    color                                                     White&teak
    url                             https://www.amazon.com/dp/B0C3B4D4RH
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 64, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Toy Storage for Lego Play Mat Bag - Duplo Toy .
    primary_image      https://m.media-amazon.com/images/I/51KKvmDCqB.
    style                                                            NaN
    material                                                       Nylon
    color                                                         Orange
    url                             https://www.amazon.com/dp/B0B4CL1M1M
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 65, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Flash Furniture Jefferson 2 Pk. Contemporary B.
    primary_image      https://m.media-amazon.com/images/I/41GYYVLfGj.
    style                                                   Contemporary
    material                                                         NaN
    color                                                          Brown
    url                             https://www.amazon.com/dp/B00FEAN1SY
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 66, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Hong Art- Metal Mirror-Matt Black,Glass Panel .
    primary_image      https://m.media-amazon.com/images/I/31XytAHobH.
    style                                                        Classic
    material                                                       Metal
    color                                                          Black
    url                             https://www.amazon.com/dp/B08GSH4KVM
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 67, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Convenience Concepts American Heritage Round E.
    primary_image      https://m.media-amazon.com/images/I/311rmB9BDW.
    style                                                Round End Table
    material           Solid + Manufactured Wood,Particle Board/Chipb.
    color                                                           Pink
    url                             https://www.amazon.com/dp/B01B65BYYI
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 68, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Flash Furniture Diamond Black Vinyl Luxurious .
    primary_image      https://m.media-amazon.com/images/I/41LYsAMww6.
    style                                                          Fixed
    material                                                        Foam
    color                                                    Black Vinyl
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "09114e48-2d52-4d26-90ff-54527fbb4ef9", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "7bd1dc84-d160-4c99-918c-860e62f49e59", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "1c930787081a8257a25cb23b6ebedbd338e6cc5a62635fd1be46b1fd3f636fd7", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "47457619-d92d-4401-96a4-2c756fc1f548", "node_type": "1", "metadata": {}, "hash": "b0557dba5ff9dd05dba4b874925223fc1cc0e089974190dc5b91d15f45eeeb1f", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
Contemporary B.
    primary_image      https://m.media-amazon.com/images/I/41GYYVLfGj.
    style                                                   Contemporary
    material                                                         NaN
    color                                                          Brown
    url                             https://www.amazon.com/dp/B00FEAN1SY
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 66, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Hong Art- Metal Mirror-Matt Black,Glass Panel .
    primary_image      https://m.media-amazon.com/images/I/31XytAHobH.
    style                                                        Classic
    material                                                       Metal
    color                                                          Black
    url                             https://www.amazon.com/dp/B08GSH4KVM
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 67, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Convenience Concepts American Heritage Round E.
    primary_image      https://m.media-amazon.com/images/I/311rmB9BDW.
    style                                                Round End Table
    material           Solid + Manufactured Wood,Particle Board/Chipb.
    color                                                           Pink
    url                             https://www.amazon.com/dp/B01B65BYYI
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 68, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Flash Furniture Diamond Black Vinyl Luxurious .
    primary_image      https://m.media-amazon.com/images/I/41LYsAMww6.
    style                                                          Fixed
    material                                                        Foam
    color                                                    Black Vinyl
    url                             https://www.amazon.com/dp/B000TMHWGO
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 69, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Gatco 1918, Modern Rectangle Waste Basket, Mat.
    primary_image      https://m.media-amazon.com/images/I/31dnAVaEmv.
    style                                                      Rectangle
    material                                             Stainless Steel
    color                                                    Matte Black
    url                             https://www.amazon.com/dp/B07TXMJ5FQ
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 70, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Winrise Office Chair Ergonomic Desk Chair, Hig.
    primary_image      https://m.media-amazon.com/images/I/41hCFaVIC+.
    style                                                       Straight
    material                                                      Sponge
    color                                                        S-black
    url                             https://www.amazon.com/dp/B0CGQZBCZP
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 71, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Adeco Euro Style Fabric Arm Bench Chair Footst.
    primary_image      https://m.media-amazon.com/images/I/41hUc8c+DC.
    style                                                         Modern
    material                                             Engineered Wood
    color                                                          Brown
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "47457619-d92d-4401-96a4-2c756fc1f548", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "09114e48-2d52-4d26-90ff-54527fbb4ef9", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "df6a785a03885c00454de3265004948a666c08b8785db3a5f2af09636662fb86", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "0829b4d7-a7d0-494d-960c-f0cf0e39b443", "node_type": "1", "metadata": {}, "hash": "04da954db1bca43bb0e36391d4b9bc4e8cfc3c08290b36f9e11dc15045501340", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
primary_image      https://m.media-amazon.com/images/I/41LYsAMww6.
    style                                                          Fixed
    material                                                        Foam
    color                                                    Black Vinyl
    url                             https://www.amazon.com/dp/B000TMHWGO
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 69, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Gatco 1918, Modern Rectangle Waste Basket, Mat.
    primary_image      https://m.media-amazon.com/images/I/31dnAVaEmv.
    style                                                      Rectangle
    material                                             Stainless Steel
    color                                                    Matte Black
    url                             https://www.amazon.com/dp/B07TXMJ5FQ
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 70, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Winrise Office Chair Ergonomic Desk Chair, Hig.
    primary_image      https://m.media-amazon.com/images/I/41hCFaVIC+.
    style                                                       Straight
    material                                                      Sponge
    color                                                        S-black
    url                             https://www.amazon.com/dp/B0CGQZBCZP
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 71, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Adeco Euro Style Fabric Arm Bench Chair Footst.
    primary_image      https://m.media-amazon.com/images/I/41hUc8c+DC.
    style                                                         Modern
    material                                             Engineered Wood
    color                                                          Brown
    url                             https://www.amazon.com/dp/B017TNJR72
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 72, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Motiv 0202/PC Sine 18-In Towel Bar, Polished C.
    primary_image      https://m.media-amazon.com/images/I/31a6GfenW0.
    style                                                            NaN
    material                                                       Brass
    color                                                  18" Towel Bar
    url                             https://www.amazon.com/dp/B001AS8D82
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 73, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Imports Décor PVC Backed Coir Doormat, Eighth .
    primary_image      https://m.media-amazon.com/images/I/51H9lDOICr.
    style                                                       Art Deco
    material                                                       Vinyl
    color                                                Black and Beige
    url                             https://www.amazon.com/dp/B08WF83LMF
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 74, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Croydex Chester Square Flexi-Fix Wall Mounted .
    primary_image      https://m.media-amazon.com/images/I/41sDO1HW2c.
    style                                                            NaN
    material                                                         NaN
    color                                                         Silver
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "0829b4d7-a7d0-494d-960c-f0cf0e39b443", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "47457619-d92d-4401-96a4-2c756fc1f548", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "d5f8e7cd36009bf8d8e2234ef8b4208390d3fcda929a4db2f6f85c14d98c4978", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "4be371d2-4622-4f59-bdb1-8bd2a33cf2f8", "node_type": "1", "metadata": {}, "hash": "eca1845bc2d5dbac4e9f9e9735c0014023c3cadea68c1cdd65721caeee0b7875", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
com/images/I/41hUc8c+DC.
    style                                                         Modern
    material                                             Engineered Wood
    color                                                          Brown
    url                             https://www.amazon.com/dp/B017TNJR72
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 72, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Motiv 0202/PC Sine 18-In Towel Bar, Polished C.
    primary_image      https://m.media-amazon.com/images/I/31a6GfenW0.
    style                                                            NaN
    material                                                       Brass
    color                                                  18" Towel Bar
    url                             https://www.amazon.com/dp/B001AS8D82
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 73, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Imports Décor PVC Backed Coir Doormat, Eighth .
    primary_image      https://m.media-amazon.com/images/I/51H9lDOICr.
    style                                                       Art Deco
    material                                                       Vinyl
    color                                                Black and Beige
    url                             https://www.amazon.com/dp/B08WF83LMF
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 74, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Croydex Chester Square Flexi-Fix Wall Mounted .
    primary_image      https://m.media-amazon.com/images/I/41sDO1HW2c.
    style                                                            NaN
    material                                                         NaN
    color                                                         Silver
    url                             https://www.amazon.com/dp/B09DGFRM4B
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 75, dtype: object: 'float' object is not iterable
    Error creating embedding for title              itbe Easy Fit Ready-to-Assemble Multipurpose O.
    primary_image      https://m.media-amazon.com/images/I/21NWASZgUV.
    style                                                     Flat Panel
    material                                                 Alloy Steel
    color                                                           Blue
    url                             https://www.amazon.com/dp/B09FR4XSCT
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 76, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Delta ARV18-DN Arvo 18-in Wall Mount Towel Bar.
    primary_image      https://m.media-amazon.com/images/I/11zzs81fXB.
    style                                 18" Towel Bar with 6" Extender
    material                                     Multiple Base Materials
    color                                      Spotshield Brushed Nickel
    url                             https://www.amazon.com/dp/B09LVSZRZS
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 77, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Bamboo Waste Basket | Waste Basket for Bathroo.
    primary_image      https://m.media-amazon.com/images/I/318RY00VlI.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "4be371d2-4622-4f59-bdb1-8bd2a33cf2f8", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "0829b4d7-a7d0-494d-960c-f0cf0e39b443", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "cf9d1cf7353fbfb23799722faec610bcc03d42931a43b21f0841c9cbb12ca8ee", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "f76485c4-9a36-43a8-a98e-fb4674c34ec0", "node_type": "1", "metadata": {}, "hash": "2c98f3d9fdd85d313d27ccc03a962f63841c8f9e3b203cd64a00275e4eea99a5", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
com/images/I/41sDO1HW2c.
    style                                                            NaN
    material                                                         NaN
    color                                                         Silver
    url                             https://www.amazon.com/dp/B09DGFRM4B
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 75, dtype: object: 'float' object is not iterable
    Error creating embedding for title              itbe Easy Fit Ready-to-Assemble Multipurpose O.
    primary_image      https://m.media-amazon.com/images/I/21NWASZgUV.
    style                                                     Flat Panel
    material                                                 Alloy Steel
    color                                                           Blue
    url                             https://www.amazon.com/dp/B09FR4XSCT
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 76, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Delta ARV18-DN Arvo 18-in Wall Mount Towel Bar.
    primary_image      https://m.media-amazon.com/images/I/11zzs81fXB.
    style                                 18" Towel Bar with 6" Extender
    material                                     Multiple Base Materials
    color                                      Spotshield Brushed Nickel
    url                             https://www.amazon.com/dp/B09LVSZRZS
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 77, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Bamboo Waste Basket | Waste Basket for Bathroo.
    primary_image      https://m.media-amazon.com/images/I/318RY00VlI.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B08VWTB8CH
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 78, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Way Basics Vinyl Record Storage - 2 Tier Book .
    primary_image      https://m.media-amazon.com/images/I/41YMttt7a5.
    style                                                         Modern
    material                                           Recycled Material
    color                                                          White
    url                             https://www.amazon.com/dp/B075M1PKSW
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 79, dtype: object: 'float' object is not iterable
    Error creating embedding for title              TocTen Double Bath Towel Bar - Thicken SUS304 .
    primary_image      https://m.media-amazon.com/images/I/41cFJKXyA5.
    style                                                            NaN
    material                                             Stainless Steel
    color                                                    Matte Black
    url                             https://www.amazon.com/dp/B0BWRVGQRM
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 80, dtype: object: 'float' object is not iterable
    Error creating embedding for title              MoNiBloom Adjustable Bar Stools Set of 2, 360°.
    primary_image      https://m.media-amazon.com/images/I/41jD28iN4b.
    style                                                       Straight
    material                                                         NaN
    color                                                      Dark Grey
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "f76485c4-9a36-43a8-a98e-fb4674c34ec0", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "4be371d2-4622-4f59-bdb1-8bd2a33cf2f8", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "e325eba5a6536318c1e12d331badf140d45978206ea9d0c83dd4673e827e012f", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "62a8e900-4386-45be-ad42-db0cda3f6c9b", "node_type": "1", "metadata": {}, "hash": "5cc9eb44fb4b534a5f6f4f2893836008701e1c7213a3bb18404d2a90861968a0", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/318RY00VlI.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B08VWTB8CH
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 78, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Way Basics Vinyl Record Storage - 2 Tier Book .
    primary_image      https://m.media-amazon.com/images/I/41YMttt7a5.
    style                                                         Modern
    material                                           Recycled Material
    color                                                          White
    url                             https://www.amazon.com/dp/B075M1PKSW
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 79, dtype: object: 'float' object is not iterable
    Error creating embedding for title              TocTen Double Bath Towel Bar - Thicken SUS304 .
    primary_image      https://m.media-amazon.com/images/I/41cFJKXyA5.
    style                                                            NaN
    material                                             Stainless Steel
    color                                                    Matte Black
    url                             https://www.amazon.com/dp/B0BWRVGQRM
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 80, dtype: object: 'float' object is not iterable
    Error creating embedding for title              MoNiBloom Adjustable Bar Stools Set of 2, 360°.
    primary_image      https://m.media-amazon.com/images/I/41jD28iN4b.
    style                                                       Straight
    material                                                         NaN
    color                                                      Dark Grey
    url                             https://www.amazon.com/dp/B0CB7SG59J
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 81, dtype: object: 'float' object is not iterable
    Error creating embedding for title              LANTEFUL Shoe Rack Organizer Shoe Storage Cabi.
    primary_image      https://m.media-amazon.com/images/I/51e8SrHHW3.
    style                                       free standing shoe racks
    material                                                         NaN
    color                                                          Black
    url                             https://www.amazon.com/dp/B0C3QDL2XW
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 82, dtype: object: 'float' object is not iterable
    Error creating embedding for title              ANDY STAR 24x32 INCH Brushed Nickel Mirror, Ro.
    primary_image      https://m.media-amazon.com/images/I/41MQWfATgg.
    style                                                            NaN
    material                                             Stainless Steel
    color                                                 Brushed Nickel
    url                             https://www.amazon.com/dp/B0CBRGS5D7
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 83, dtype: object: 'float' object is not iterable
    Error creating embedding for title              MJL Furniture Designs Upholstered Cubed/Square.
    primary_image      https://m.media-amazon.com/images/I/410tv-zDYX.
    style                                                   Contemporary
    material                                                        Wood
    color                                                     Smoke Grey
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "62a8e900-4386-45be-ad42-db0cda3f6c9b", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "f76485c4-9a36-43a8-a98e-fb4674c34ec0", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "e2c5ceac4c05550bf3ec21c740fd5163f99f16f3179acc09b5d9ef960bda52ec", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "190c70e3-ed24-4423-bac1-87271e4087c5", "node_type": "1", "metadata": {}, "hash": "4891930956b16db50cced2dc69f71870b1c607bfddd88e53a5cffa7d4536d198", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/41jD28iN4b.
    style                                                       Straight
    material                                                         NaN
    color                                                      Dark Grey
    url                             https://www.amazon.com/dp/B0CB7SG59J
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 81, dtype: object: 'float' object is not iterable
    Error creating embedding for title              LANTEFUL Shoe Rack Organizer Shoe Storage Cabi.
    primary_image      https://m.media-amazon.com/images/I/51e8SrHHW3.
    style                                       free standing shoe racks
    material                                                         NaN
    color                                                          Black
    url                             https://www.amazon.com/dp/B0C3QDL2XW
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 82, dtype: object: 'float' object is not iterable
    Error creating embedding for title              ANDY STAR 24x32 INCH Brushed Nickel Mirror, Ro.
    primary_image      https://m.media-amazon.com/images/I/41MQWfATgg.
    style                                                            NaN
    material                                             Stainless Steel
    color                                                 Brushed Nickel
    url                             https://www.amazon.com/dp/B0CBRGS5D7
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 83, dtype: object: 'float' object is not iterable
    Error creating embedding for title              MJL Furniture Designs Upholstered Cubed/Square.
    primary_image      https://m.media-amazon.com/images/I/410tv-zDYX.
    style                                                   Contemporary
    material                                                        Wood
    color                                                     Smoke Grey
    url                             https://www.amazon.com/dp/B01D378FYE
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 84, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Cpintltr Small Foot Stool Ottoman Modern Accen.
    primary_image      https://m.media-amazon.com/images/I/51CjfUJVuL.
    style                                                            NaN
    material                                                        Pine
    color                                                          Green
    url                             https://www.amazon.com/dp/B0CKPFKDZY
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 85, dtype: object: 'float' object is not iterable
    Error creating embedding for title              YuiHome Extendable Round, Farmhouse 16" Leaf T.
    primary_image      https://m.media-amazon.com/images/I/5175Qzg03L.
    style                                                      Farmhouse
    material                                Rubber Wood, Engineered Wood
    color                                              Natural Wood Wash
    url                             https://www.amazon.com/dp/B0CHVQ6BC5
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 86, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Ergonomic Office Chair,Office Chair, with Lumb.
    primary_image      https://m.media-amazon.com/images/I/51vnoZERmP.
    style                                                      With arms
    material                                                        Foam
    color                                                      All Black
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "190c70e3-ed24-4423-bac1-87271e4087c5", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "62a8e900-4386-45be-ad42-db0cda3f6c9b", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "908e6979ac6b3a170eb5b856b2ab7249730418f69535fdcfdd908f4dbda58171", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "07b8487b-0601-44d4-b9c8-e30129f97728", "node_type": "1", "metadata": {}, "hash": "95e274ffa3b459a7a4d3ce07abb47da74d49283bf7d9a228770b36867185c192", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/410tv-zDYX.
    style                                                   Contemporary
    material                                                        Wood
    color                                                     Smoke Grey
    url                             https://www.amazon.com/dp/B01D378FYE
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 84, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Cpintltr Small Foot Stool Ottoman Modern Accen.
    primary_image      https://m.media-amazon.com/images/I/51CjfUJVuL.
    style                                                            NaN
    material                                                        Pine
    color                                                          Green
    url                             https://www.amazon.com/dp/B0CKPFKDZY
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 85, dtype: object: 'float' object is not iterable
    Error creating embedding for title              YuiHome Extendable Round, Farmhouse 16" Leaf T.
    primary_image      https://m.media-amazon.com/images/I/5175Qzg03L.
    style                                                      Farmhouse
    material                                Rubber Wood, Engineered Wood
    color                                              Natural Wood Wash
    url                             https://www.amazon.com/dp/B0CHVQ6BC5
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 86, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Ergonomic Office Chair,Office Chair, with Lumb.
    primary_image      https://m.media-amazon.com/images/I/51vnoZERmP.
    style                                                      With arms
    material                                                        Foam
    color                                                      All Black
    url                             https://www.amazon.com/dp/B0CBBV4S1P
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 87, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Kate and Laurel Celia Round Metal Foldable Acc.
    primary_image      https://m.media-amazon.com/images/I/31ZMqrgDD8.
    style                                                         Modern
    material                                                        Iron
    color                                                          Black
    url                             https://www.amazon.com/dp/B084WLY61H
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 88, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Lizipai Floating Bedside Table, No Assembly Re.
    primary_image      https://m.media-amazon.com/images/I/41HBX6be98.
    style                                                             no
    material                                                        Wood
    color                                                          White
    url                             https://www.amazon.com/dp/B09NBWCTDS
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 89, dtype: object: 'float' object is not iterable
    Error creating embedding for title              CordaRoy's Chenille Bean Bag Ottoman Footstool.
    primary_image      https://m.media-amazon.com/images/I/51HpCirQNA.
    style                                                         Modern
    material                                             Engineered Wood
    color                                                     Rainforest
    url                             https://www.amazon.com/dp/B0BSZ96YG7
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 90,


key: _node_content
string_value:
{"id_": "07b8487b-0601-44d4-b9c8-e30129f97728", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "190c70e3-ed24-4423-bac1-87271e4087c5", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "2ab4700e7b8ebb6270f2fb1e59d9e41e6b3544b013eb7002470b7389ab02d82c", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "6a206153-c87a-4a63-b7a5-34a2bcc5c090", "node_type": "1", "metadata": {}, "hash": "a64abcbffbce16ca46b1a17f299eda5384e8d61ad6368f74c2d31e09955a48f6", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
amazon.com/dp/B0CBBV4S1P
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 87, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Kate and Laurel Celia Round Metal Foldable Acc.
    primary_image      https://m.media-amazon.com/images/I/31ZMqrgDD8.
    style                                                         Modern
    material                                                        Iron
    color                                                          Black
    url                             https://www.amazon.com/dp/B084WLY61H
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 88, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Lizipai Floating Bedside Table, No Assembly Re.
    primary_image      https://m.media-amazon.com/images/I/41HBX6be98.
    style                                                             no
    material                                                        Wood
    color                                                          White
    url                             https://www.amazon.com/dp/B09NBWCTDS
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 89, dtype: object: 'float' object is not iterable
    Error creating embedding for title              CordaRoy's Chenille Bean Bag Ottoman Footstool.
    primary_image      https://m.media-amazon.com/images/I/51HpCirQNA.
    style                                                         Modern
    material                                             Engineered Wood
    color                                                     Rainforest
    url                             https://www.amazon.com/dp/B0BSZ96YG7
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 90, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Plebs Home Solid Desktop Store Cart, with Rubb.
    primary_image      https://m.media-amazon.com/images/I/51WFQwBEqj.
    style                                                           Slab
    material                                                        Wood
    color                                                      Dark Blue
    url                             https://www.amazon.com/dp/B0CD7FSWMK
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 91, dtype: object: 'float' object is not iterable
    Error creating embedding for title              ErGear Ergonomic Desk Chair, Office Chair with.
    primary_image      https://m.media-amazon.com/images/I/41C4FUmS-h.
    style                                                      With arms
    material                                                 Memory Foam
    color                                                          Black
    url                             https://www.amazon.com/dp/B0C99D3V15
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 92, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Kingston Brass Millennium Towel-Ring, 7.63", O.
    primary_image      https://m.media-amazon.com/images/I/31+kzwXTjx.
    style                                                            NaN
    material                                                       Brass
    color                                              Oil Rubbed Bronze
    url                             https://www.amazon.com/dp/B00FM0WG7I
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 93, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Homebeez 18.9" Round Velvet Storage Ottoman Mu.
    primary_image      https://m.


key: _node_content
string_value:
{"id_": "6a206153-c87a-4a63-b7a5-34a2bcc5c090", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "07b8487b-0601-44d4-b9c8-e30129f97728", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "a42fb4101f339019a4e47c3f983626b78b4e07b2840bd8c67942cd318158d551", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "8519aa44-8e0c-432e-a1f3-88b0e1997e76", "node_type": "1", "metadata": {}, "hash": "35a9ff03b0fb650d7aecf6abd72d7db10379ccc6557f94cfae9fd0ec510c9388", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
dtype: object: 'float' object is not iterable
    Error creating embedding for title              Plebs Home Solid Desktop Store Cart, with Rubb.
    primary_image      https://m.media-amazon.com/images/I/51WFQwBEqj.
    style                                                           Slab
    material                                                        Wood
    color                                                      Dark Blue
    url                             https://www.amazon.com/dp/B0CD7FSWMK
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 91, dtype: object: 'float' object is not iterable
    Error creating embedding for title              ErGear Ergonomic Desk Chair, Office Chair with.
    primary_image      https://m.media-amazon.com/images/I/41C4FUmS-h.
    style                                                      With arms
    material                                                 Memory Foam
    color                                                          Black
    url                             https://www.amazon.com/dp/B0C99D3V15
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 92, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Kingston Brass Millennium Towel-Ring, 7.63", O.
    primary_image      https://m.media-amazon.com/images/I/31+kzwXTjx.
    style                                                            NaN
    material                                                       Brass
    color                                              Oil Rubbed Bronze
    url                             https://www.amazon.com/dp/B00FM0WG7I
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 93, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Homebeez 18.9" Round Velvet Storage Ottoman Mu.
    primary_image      https://m.media-amazon.com/images/I/51vTxE-9lH.
    style                                                         Modern
    material                                                        Wood
    color                                                         Orange
    url                             https://www.amazon.com/dp/B09DKG6JDN
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 94, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Mickey and Friends Collapsible Nylon Basket Bu.
    primary_image      https://m.media-amazon.com/images/I/410mEc5bbl.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B0B7Q5LB2C
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 95, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Homepop Home Decor | Backless Nailhead Trim Co.
    primary_image      https://m.media-amazon.com/images/I/41HPIScA4s.
    style                                                   Contemporary
    material                                                         NaN
    color                                                           Blue
    url                             https://www.amazon.com/dp/B01LWPSVUW
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 96, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Camco Life Is Better at The Campsite Outdoor &.
    primary_image      https://m.media-amazon.com/images/I/51DN2is3Zj.


key: _node_content
string_value:
{"id_": "8519aa44-8e0c-432e-a1f3-88b0e1997e76", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "6a206153-c87a-4a63-b7a5-34a2bcc5c090", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "60fb840e57c3f6533934541f0975b8c405c07f89a0569128b036f9901153523d", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "b2ce880d-f6de-4e65-9019-13c6298830c7", "node_type": "1", "metadata": {}, "hash": "b09c28f347f8f1ef4b304e2708a65867e860d98c6f1880dbbcad0785ded4e5cb", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
dtype: object: 'float' object is not iterable
    Error creating embedding for title              Homebeez 18.9" Round Velvet Storage Ottoman Mu.
    primary_image      https://m.media-amazon.com/images/I/51vTxE-9lH.
    style                                                         Modern
    material                                                        Wood
    color                                                         Orange
    url                             https://www.amazon.com/dp/B09DKG6JDN
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 94, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Mickey and Friends Collapsible Nylon Basket Bu.
    primary_image      https://m.media-amazon.com/images/I/410mEc5bbl.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B0B7Q5LB2C
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 95, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Homepop Home Decor | Backless Nailhead Trim Co.
    primary_image      https://m.media-amazon.com/images/I/41HPIScA4s.
    style                                                   Contemporary
    material                                                         NaN
    color                                                           Blue
    url                             https://www.amazon.com/dp/B01LWPSVUW
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 96, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Camco Life Is Better at The Campsite Outdoor &.
    primary_image      https://m.media-amazon.com/images/I/51DN2is3Zj.
    style                                               Outdoor & Indoor
    material                                                      Rubber
    color                                                           Blue
    url                             https://www.amazon.com/dp/B07D7RQNJV
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 97, dtype: object: 'float' object is not iterable
    Error creating embedding for title              MoNiBloom Round Folding Faux Fur Saucer Chair .
    primary_image      https://m.media-amazon.com/images/I/41eoFKL3gK.
    style                                                         Modern
    material                                                   Polyester
    color                                                       Burgundy
    url                             https://www.amazon.com/dp/B0CD7TH3BF
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 98, dtype: object: 'float' object is not iterable
    Error creating embedding for title              YMYNY Vanity Stool Chair with Storage, Square .
    primary_image      https://m.media-amazon.com/images/I/519Am3LPMv.
    style                                                         Modern
    material                                                         NaN
    color                                                     Dusty Blue
    url                             https://www.amazon.com/dp/B0C1NSNDW2
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 99, dtype: object: 'float' object is not iterable
    Error creating embedding for title                   Casual Home 5 Piece Tray Table Set, Espresso
    primary_image      https://m.media-amazon.com/images/I/41WweDJqgZ.
    style                                                 Tray Table Set
    material                                                        Wood
    color                                                       Espresso
    url                             https://www.


key: _node_content
string_value:
{"id_": "b2ce880d-f6de-4e65-9019-13c6298830c7", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "8519aa44-8e0c-432e-a1f3-88b0e1997e76", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "b9785da797eff74d07518fd297ca81550c9517aab5be54b5ce61ce17f324156b", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "7f04297a-d2ef-4262-b17f-cb90be397d12", "node_type": "1", "metadata": {}, "hash": "2cb41e7463b73051e85943eca0631e3f9fdd68903884799b0d87f2f9ac801a49", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
primary_image      https://m.media-amazon.com/images/I/51DN2is3Zj.
    style                                               Outdoor & Indoor
    material                                                      Rubber
    color                                                           Blue
    url                             https://www.amazon.com/dp/B07D7RQNJV
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 97, dtype: object: 'float' object is not iterable
    Error creating embedding for title              MoNiBloom Round Folding Faux Fur Saucer Chair .
    primary_image      https://m.media-amazon.com/images/I/41eoFKL3gK.
    style                                                         Modern
    material                                                   Polyester
    color                                                       Burgundy
    url                             https://www.amazon.com/dp/B0CD7TH3BF
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 98, dtype: object: 'float' object is not iterable
    Error creating embedding for title              YMYNY Vanity Stool Chair with Storage, Square .
    primary_image      https://m.media-amazon.com/images/I/519Am3LPMv.
    style                                                         Modern
    material                                                         NaN
    color                                                     Dusty Blue
    url                             https://www.amazon.com/dp/B0C1NSNDW2
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 99, dtype: object: 'float' object is not iterable
    Error creating embedding for title                   Casual Home 5 Piece Tray Table Set, Espresso
    primary_image      https://m.media-amazon.com/images/I/41WweDJqgZ.
    style                                                 Tray Table Set
    material                                                        Wood
    color                                                       Espresso
    url                             https://www.amazon.com/dp/B0069H9BYO
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 100, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Simplify Hanging Grey 20-Pocket Shoe Boho Clos.
    primary_image      https://m.media-amazon.com/images/I/41eYiOqsld.
    style                                                            NaN
    material           80% Linen printed nonwoven +20% solid nonwoven.
    color                                                           Grey
    url                             https://www.amazon.com/dp/B09J1RM23P
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 101, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Get Set Style Black Glass Side Table, Square G.
    primary_image      https://m.media-amazon.com/images/I/51gG6ukN1n.
    style                                             Modern and Elegant
    material                                              Tempered Glass
    color                                                    Shiny Black
    url                             https://www.amazon.com/dp/B0C5DH6ZY6
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 102, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Watson & Whitely Swivel Bar Stools Set of 2, F.
    primary_image      https://m.media-amazon.com/images/I/41nDc6aFKo.
    style                                                         Modern
    material                                                         NaN
    color                                                          Black
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "7f04297a-d2ef-4262-b17f-cb90be397d12", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "b2ce880d-f6de-4e65-9019-13c6298830c7", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "0a8ffd0602eea8e00d7ff71d1f288f91bdb9f4fe34f4e209aebfbaa123adfb3a", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "2839949f-62b9-472a-b555-7198bbfbdd54", "node_type": "1", "metadata": {}, "hash": "e10b92f5b9762d4212ea27b4fccf33f1f20cdb9fa1cefce22e56bfc1c323c604", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
style                                                 Tray Table Set
    material                                                        Wood
    color                                                       Espresso
    url                             https://www.amazon.com/dp/B0069H9BYO
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 100, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Simplify Hanging Grey 20-Pocket Shoe Boho Clos.
    primary_image      https://m.media-amazon.com/images/I/41eYiOqsld.
    style                                                            NaN
    material           80% Linen printed nonwoven +20% solid nonwoven.
    color                                                           Grey
    url                             https://www.amazon.com/dp/B09J1RM23P
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 101, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Get Set Style Black Glass Side Table, Square G.
    primary_image      https://m.media-amazon.com/images/I/51gG6ukN1n.
    style                                             Modern and Elegant
    material                                              Tempered Glass
    color                                                    Shiny Black
    url                             https://www.amazon.com/dp/B0C5DH6ZY6
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 102, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Watson & Whitely Swivel Bar Stools Set of 2, F.
    primary_image      https://m.media-amazon.com/images/I/41nDc6aFKo.
    style                                                         Modern
    material                                                         NaN
    color                                                          Black
    url                             https://www.amazon.com/dp/B0CKQTTZ5V
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 103, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Sweet Jojo Designs Boho Rainbow Girl Ottoman P.
    primary_image      https://m.media-amazon.com/images/I/31nn4NwuKf.
    style                                                    Shabby Chic
    material                                             Engineered Wood
    color                                                    Multi Color
    url                             https://www.amazon.com/dp/B0BZJYM4Q6
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 104, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Pekokavo Sofa Arm Clip Tray, Side Table for Re.
    primary_image      https://m.media-amazon.com/images/I/51yz-83kj+.
    style                                                         Modern
    material                                                      Bamboo
    color                                                         Bamboo
    url                             https://www.amazon.com/dp/B08SL4GH7G
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 105, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Caroline's Treasures JMA2013HRM2858 Seaweed Sa.
    primary_image      https://m.media-amazon.com/images/I/514qJ5aPtb.
    style                                                         Modern
    material                                                      Rubber
    color                                                   Multicolored
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "2839949f-62b9-472a-b555-7198bbfbdd54", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "7f04297a-d2ef-4262-b17f-cb90be397d12", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "0312535a603e4dbf00cdd28e1f2b46cd38d1c56e6169379c337c0f5be2579bec", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "04565e70-460d-4f6c-8a4b-de8cab730a5d", "node_type": "1", "metadata": {}, "hash": "6013a1b845c369234758ec44631e3c717a51caa6feae054754cef48a75dddb60", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/41nDc6aFKo.
    style                                                         Modern
    material                                                         NaN
    color                                                          Black
    url                             https://www.amazon.com/dp/B0CKQTTZ5V
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 103, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Sweet Jojo Designs Boho Rainbow Girl Ottoman P.
    primary_image      https://m.media-amazon.com/images/I/31nn4NwuKf.
    style                                                    Shabby Chic
    material                                             Engineered Wood
    color                                                    Multi Color
    url                             https://www.amazon.com/dp/B0BZJYM4Q6
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 104, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Pekokavo Sofa Arm Clip Tray, Side Table for Re.
    primary_image      https://m.media-amazon.com/images/I/51yz-83kj+.
    style                                                         Modern
    material                                                      Bamboo
    color                                                         Bamboo
    url                             https://www.amazon.com/dp/B08SL4GH7G
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 105, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Caroline's Treasures JMA2013HRM2858 Seaweed Sa.
    primary_image      https://m.media-amazon.com/images/I/514qJ5aPtb.
    style                                                         Modern
    material                                                      Rubber
    color                                                   Multicolored
    url                             https://www.amazon.com/dp/B07SPYM4M5
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 106, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Xchouxer Side Tables Natural Bamboo Sofa Armre.
    primary_image      https://m.media-amazon.com/images/I/511LXRAxI+.
    style                                                         Modern
    material                                                      Bamboo
    color                                                          Beige
    url                             https://www.amazon.com/dp/B08FC5HPBS
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 107, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Montessori Learning Toddler Tower, Foldable To.
    primary_image      https://m.media-amazon.com/images/I/51n9ojprZE.
    style                                                         Modern
    material                                                        Wood
    color                                                           Wood
    url                             https://www.amazon.com/dp/B0CKMRJ1H9
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 108, dtype: object: 'float' object is not iterable
    Error creating embedding for title              PAK HOME Set of 2 High Gloss Brown Marble Look.
    primary_image      https://m.media-amazon.com/images/I/51u3oxvEiS.
    style                                                         Tripod
    material                                                        Wood
    color                            Brown Marble High Gloss / Gold Legs
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "04565e70-460d-4f6c-8a4b-de8cab730a5d", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "2839949f-62b9-472a-b555-7198bbfbdd54", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "b8a4afa7d66607e9f0916991788285702d04c48f366d3e113ab8c41edeba9fcf", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "bc7f8380-6e91-49f3-9b66-501dcdeaabe7", "node_type": "1", "metadata": {}, "hash": "335cb37bc0c208b272e7109f58dd0ee4656beeb0ac6286be4d30a7813d730440", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/514qJ5aPtb.
    style                                                         Modern
    material                                                      Rubber
    color                                                   Multicolored
    url                             https://www.amazon.com/dp/B07SPYM4M5
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 106, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Xchouxer Side Tables Natural Bamboo Sofa Armre.
    primary_image      https://m.media-amazon.com/images/I/511LXRAxI+.
    style                                                         Modern
    material                                                      Bamboo
    color                                                          Beige
    url                             https://www.amazon.com/dp/B08FC5HPBS
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 107, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Montessori Learning Toddler Tower, Foldable To.
    primary_image      https://m.media-amazon.com/images/I/51n9ojprZE.
    style                                                         Modern
    material                                                        Wood
    color                                                           Wood
    url                             https://www.amazon.com/dp/B0CKMRJ1H9
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 108, dtype: object: 'float' object is not iterable
    Error creating embedding for title              PAK HOME Set of 2 High Gloss Brown Marble Look.
    primary_image      https://m.media-amazon.com/images/I/51u3oxvEiS.
    style                                                         Tripod
    material                                                        Wood
    color                            Brown Marble High Gloss / Gold Legs
    url                             https://www.amazon.com/dp/B09K3MYL91
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 109, dtype: object: 'float' object is not iterable
    Error creating embedding for title              kukli kitchen Spring Door Mat 30 X 17 Inch - S.
    primary_image      https://m.media-amazon.com/images/I/61rRHgR+aE.
    style                                                        Classic
    material                                                      Rubber
    color                                                       Color-33
    url                             https://www.amazon.com/dp/B0BNL8CC5X
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 110, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Dewhut Oversized Pumpkin Couch Accent Chair, M.
    primary_image      https://m.media-amazon.com/images/I/519KoH2aW4.
    style                                                         Modern
    material                                                      Sponge
    color                                                           Navy
    url                             https://www.amazon.com/dp/B0CF8HTCS4
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 111, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Toland Home Garden 800009 Gypsy Garden Flower .
    primary_image      https://m.media-amazon.com/images/I/61gTdPHg5Q.
    style                                               Outdoor & Indoor
    material                                                      Rubber
    color                                                            NaN
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "bc7f8380-6e91-49f3-9b66-501dcdeaabe7", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "04565e70-460d-4f6c-8a4b-de8cab730a5d", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "686bcce6721cd230048df04f966fedd6d29667e980ca79890443a9b4a4df35b5", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "29e1ee45-f9d8-44e8-9eb1-2bb5ec1f4622", "node_type": "1", "metadata": {}, "hash": "a2e544184f1c7344f4688f9418ba964d2c8eab44e381e2d095c626d30c7194c9", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/51u3oxvEiS.
    style                                                         Tripod
    material                                                        Wood
    color                            Brown Marble High Gloss / Gold Legs
    url                             https://www.amazon.com/dp/B09K3MYL91
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 109, dtype: object: 'float' object is not iterable
    Error creating embedding for title              kukli kitchen Spring Door Mat 30 X 17 Inch - S.
    primary_image      https://m.media-amazon.com/images/I/61rRHgR+aE.
    style                                                        Classic
    material                                                      Rubber
    color                                                       Color-33
    url                             https://www.amazon.com/dp/B0BNL8CC5X
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 110, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Dewhut Oversized Pumpkin Couch Accent Chair, M.
    primary_image      https://m.media-amazon.com/images/I/519KoH2aW4.
    style                                                         Modern
    material                                                      Sponge
    color                                                           Navy
    url                             https://www.amazon.com/dp/B0CF8HTCS4
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 111, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Toland Home Garden 800009 Gypsy Garden Flower .
    primary_image      https://m.media-amazon.com/images/I/61gTdPHg5Q.
    style                                               Outdoor & Indoor
    material                                                      Rubber
    color                                                            NaN
    url                             https://www.amazon.com/dp/B00PNJAACG
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 112, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Sintosin Vintage Oval Mirrors for Wall Decor 1.
    primary_image      https://m.media-amazon.com/images/I/41NiOP0+4j.
    style                                                    Shabby Chic
    material                                                        Wood
    color                                                           Oval
    url                             https://www.amazon.com/dp/B0BWJLZF5G
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 113, dtype: object: 'float' object is not iterable
    Error creating embedding for title              BEWISHOME Vanity Stool, Bedroom Vanity Chair w.
    primary_image      https://m.media-amazon.com/images/I/410emoPl2k.
    style                                                         Modern
    material                                                         NaN
    color                                                          Black
    url                             https://www.amazon.com/dp/B0B6FML1VS
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 114, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Children's Factory School Age High Back Lounge.
    primary_image      https://m.media-amazon.com/images/I/51ORnRyifR.
    style                                                    Single Seat
    material                                                         NaN
    color                                                       Blue-red
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "29e1ee45-f9d8-44e8-9eb1-2bb5ec1f4622", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "bc7f8380-6e91-49f3-9b66-501dcdeaabe7", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "851996746cff269186d3d6473f7aeec3851fb0a5ba7fd7715cc72d4f0bfa6f01", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "2654fdb9-2a02-4b83-aead-7cf74737cb03", "node_type": "1", "metadata": {}, "hash": "8a08c332c61f44c9b638e2427919b61c020782e42c05fe4c05b66316cf8573ae", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
primary_image      https://m.media-amazon.com/images/I/61gTdPHg5Q.
    style                                               Outdoor & Indoor
    material                                                      Rubber
    color                                                            NaN
    url                             https://www.amazon.com/dp/B00PNJAACG
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 112, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Sintosin Vintage Oval Mirrors for Wall Decor 1.
    primary_image      https://m.media-amazon.com/images/I/41NiOP0+4j.
    style                                                    Shabby Chic
    material                                                        Wood
    color                                                           Oval
    url                             https://www.amazon.com/dp/B0BWJLZF5G
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 113, dtype: object: 'float' object is not iterable
    Error creating embedding for title              BEWISHOME Vanity Stool, Bedroom Vanity Chair w.
    primary_image      https://m.media-amazon.com/images/I/410emoPl2k.
    style                                                         Modern
    material                                                         NaN
    color                                                          Black
    url                             https://www.amazon.com/dp/B0B6FML1VS
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 114, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Children's Factory School Age High Back Lounge.
    primary_image      https://m.media-amazon.com/images/I/51ORnRyifR.
    style                                                    Single Seat
    material                                                         NaN
    color                                                       Blue-red
    url                             https://www.amazon.com/dp/B00740P05Y
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 115, dtype: object: 'float' object is not iterable
    Error creating embedding for title              FLYJOE Shoe Rack Bench, 3-Tier Freestanding Wo.
    primary_image      https://m.media-amazon.com/images/I/51WQiiIyuS.
    style                                                            NaN
    material                                                         NaN
    color                                                  Rustic Walnut
    url                             https://www.amazon.com/dp/B0CN8NXR1Q
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 116, dtype: object: 'float' object is not iterable
    Error creating embedding for title              FLYZC Counter Height Bar Stools Set of 4, Stoo.
    primary_image      https://m.media-amazon.com/images/I/51jw0SXQMW.
    style                                                       Straight
    material                                                         NaN
    color                                                   Grey & Black
    url                             https://www.amazon.com/dp/B0CH862BV2
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 117, dtype: object: 'float' object is not iterable
    Error creating embedding for title              SITMOD Gaming Chairs for Adults with Footrest-.
    primary_image      https://m.media-amazon.com/images/I/41bntfm39U.
    style                                                      With arms
    material                                                 Memory Foam
    color                                                           Grey
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "2654fdb9-2a02-4b83-aead-7cf74737cb03", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "29e1ee45-f9d8-44e8-9eb1-2bb5ec1f4622", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "71317736a58e035105aa6b8e2c2b359e7d3054b05d929d0970f2a54cf75b506e", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "9349702b-0418-47ab-b071-803fd108ca4d", "node_type": "1", "metadata": {}, "hash": "9a3229f0e6e16b47df12a3a6929cc1ba2a70609afb7f183e994a98ddd5340d51", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/51ORnRyifR.
    style                                                    Single Seat
    material                                                         NaN
    color                                                       Blue-red
    url                             https://www.amazon.com/dp/B00740P05Y
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 115, dtype: object: 'float' object is not iterable
    Error creating embedding for title              FLYJOE Shoe Rack Bench, 3-Tier Freestanding Wo.
    primary_image      https://m.media-amazon.com/images/I/51WQiiIyuS.
    style                                                            NaN
    material                                                         NaN
    color                                                  Rustic Walnut
    url                             https://www.amazon.com/dp/B0CN8NXR1Q
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 116, dtype: object: 'float' object is not iterable
    Error creating embedding for title              FLYZC Counter Height Bar Stools Set of 4, Stoo.
    primary_image      https://m.media-amazon.com/images/I/51jw0SXQMW.
    style                                                       Straight
    material                                                         NaN
    color                                                   Grey & Black
    url                             https://www.amazon.com/dp/B0CH862BV2
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 117, dtype: object: 'float' object is not iterable
    Error creating embedding for title              SITMOD Gaming Chairs for Adults with Footrest-.
    primary_image      https://m.media-amazon.com/images/I/41bntfm39U.
    style                                                      With arms
    material                                                 Memory Foam
    color                                                           Grey
    url                             https://www.amazon.com/dp/B0B3HM3FTZ
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 118, dtype: object: 'float' object is not iterable
    Error creating embedding for title              CM Cosmos Stuffed Animal Storage Bean Bag Chai.
    primary_image      https://m.media-amazon.com/images/I/41XEtwrKqo.
    style                                                            NaN
    material                                                         NaN
    color                                                   Grey & White
    url                             https://www.amazon.com/dp/B07JCPZDSL
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 119, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Cionyce 4 Pcs Sectional Couch Connectors, Pin .
    primary_image      https://m.media-amazon.com/images/I/41sejv2mO6.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B09V6RSWSR
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 120, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Tiita Saucer Chair with Ottoman, Soft Faux Fur.
    primary_image      https://m.media-amazon.com/images/I/51C5YkDdUy.
    style                                                         Garden
    material                                                         NaN
    color                                             Beige With Ottoman
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "9349702b-0418-47ab-b071-803fd108ca4d", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "2654fdb9-2a02-4b83-aead-7cf74737cb03", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "9f734dfa7e72f7f98472e23e024c4b4b96d8b6f1909179009b25cee1637e379b", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "78ac0c25-b455-41eb-b9eb-f720e8251f42", "node_type": "1", "metadata": {}, "hash": "941bc64300b1ceb202015cd8f5d0aedd6b8c384c3ee81f0413d7d3c26d7a678f", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/41bntfm39U.
    style                                                      With arms
    material                                                 Memory Foam
    color                                                           Grey
    url                             https://www.amazon.com/dp/B0B3HM3FTZ
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 118, dtype: object: 'float' object is not iterable
    Error creating embedding for title              CM Cosmos Stuffed Animal Storage Bean Bag Chai.
    primary_image      https://m.media-amazon.com/images/I/41XEtwrKqo.
    style                                                            NaN
    material                                                         NaN
    color                                                   Grey & White
    url                             https://www.amazon.com/dp/B07JCPZDSL
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 119, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Cionyce 4 Pcs Sectional Couch Connectors, Pin .
    primary_image      https://m.media-amazon.com/images/I/41sejv2mO6.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B09V6RSWSR
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 120, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Tiita Saucer Chair with Ottoman, Soft Faux Fur.
    primary_image      https://m.media-amazon.com/images/I/51C5YkDdUy.
    style                                                         Garden
    material                                                         NaN
    color                                             Beige With Ottoman
    url                             https://www.amazon.com/dp/B0BWDJ8NSM
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 121, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Grandmother Birthday Gifts Compact Makeup Mirr.
    primary_image      https://m.media-amazon.com/images/I/417J95lDDa.
    style                                                            NaN
    material                                             Stainless Steel
    color                                                For Grandmother
    url                             https://www.amazon.com/dp/B0C289KQNK
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 122, dtype: object: 'float' object is not iterable
    Error creating embedding for title              GIA 24-Inch Counter Height Square Backless Met.
    primary_image      https://m.media-amazon.com/images/I/414M2Vz5Yj.
    style                                                       Straight
    material                                                         NaN
    color                                                          Black
    url                             https://www.amazon.com/dp/B0B75Z1T2H
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 123, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Vintage Desktop Apothecary Cabinet with 3 Draw.
    primary_image      https://m.media-amazon.com/images/I/41yz4PMNd0.
    style                                                    drawer,wood
    material                                                        Wood
    color                                            Mahogany Wood Brown
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "78ac0c25-b455-41eb-b9eb-f720e8251f42", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "9349702b-0418-47ab-b071-803fd108ca4d", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "1c6e999a2944171b30a191b704718e8beacd844eecdec6985b5929890706e44f", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "4a1b7685-600b-41f5-8eb5-46c232de30a5", "node_type": "1", "metadata": {}, "hash": "a79809f29e8170c592709613a3b20871ea92e97454826f16079c07f4ac8d9bcb", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/51C5YkDdUy.
    style                                                         Garden
    material                                                         NaN
    color                                             Beige With Ottoman
    url                             https://www.amazon.com/dp/B0BWDJ8NSM
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 121, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Grandmother Birthday Gifts Compact Makeup Mirr.
    primary_image      https://m.media-amazon.com/images/I/417J95lDDa.
    style                                                            NaN
    material                                             Stainless Steel
    color                                                For Grandmother
    url                             https://www.amazon.com/dp/B0C289KQNK
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 122, dtype: object: 'float' object is not iterable
    Error creating embedding for title              GIA 24-Inch Counter Height Square Backless Met.
    primary_image      https://m.media-amazon.com/images/I/414M2Vz5Yj.
    style                                                       Straight
    material                                                         NaN
    color                                                          Black
    url                             https://www.amazon.com/dp/B0B75Z1T2H
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 123, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Vintage Desktop Apothecary Cabinet with 3 Draw.
    primary_image      https://m.media-amazon.com/images/I/41yz4PMNd0.
    style                                                    drawer,wood
    material                                                        Wood
    color                                            Mahogany Wood Brown
    url                             https://www.amazon.com/dp/B0B24KQJS9
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 124, dtype: object: 'float' object is not iterable
    Error creating embedding for title              WAYTRIM Dresser Storage Tower, 4 Fabric Organi.
    primary_image      https://m.media-amazon.com/images/I/41DfHAtQUK.
    style                                                         Modern
    material                                                         NaN
    color                                                          Camel
    url                             https://www.amazon.com/dp/B07W56HHX5
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 125, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Power Recliner Power Supply Kit-4-Piece Univer.
    primary_image      https://m.media-amazon.com/images/I/51N6Zq4kxx.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B0BHVLGGYL
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 126, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Anna Stay Wine Rack Wall Mounted - Decorative .
    primary_image      https://m.media-amazon.com/images/I/51K1wX04DX.
    style                                                         Modern
    material                                                         NaN
    color                                                      Wine Gold
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "4a1b7685-600b-41f5-8eb5-46c232de30a5", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "78ac0c25-b455-41eb-b9eb-f720e8251f42", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "7e8a0c4d0235263c74f42359f92a7ce4287c9ddf3ebb071f99ef0c39fc128189", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "98358030-a1f7-4359-b4b2-1dd6a7b1b96f", "node_type": "1", "metadata": {}, "hash": "e9f62f010d5936fa182ae3414260b03e32626901a306fff7446250c1a401079d", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
primary_image      https://m.media-amazon.com/images/I/41yz4PMNd0.
    style                                                    drawer,wood
    material                                                        Wood
    color                                            Mahogany Wood Brown
    url                             https://www.amazon.com/dp/B0B24KQJS9
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 124, dtype: object: 'float' object is not iterable
    Error creating embedding for title              WAYTRIM Dresser Storage Tower, 4 Fabric Organi.
    primary_image      https://m.media-amazon.com/images/I/41DfHAtQUK.
    style                                                         Modern
    material                                                         NaN
    color                                                          Camel
    url                             https://www.amazon.com/dp/B07W56HHX5
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 125, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Power Recliner Power Supply Kit-4-Piece Univer.
    primary_image      https://m.media-amazon.com/images/I/51N6Zq4kxx.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B0BHVLGGYL
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 126, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Anna Stay Wine Rack Wall Mounted - Decorative .
    primary_image      https://m.media-amazon.com/images/I/51K1wX04DX.
    style                                                         Modern
    material                                                         NaN
    color                                                      Wine Gold
    url                             https://www.amazon.com/dp/B09ZQM2FX3
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 127, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Lufeiya Small Computer Desk with 2 Drawers for.
    primary_image      https://m.media-amazon.com/images/I/41zNNJV-QU.
    style                                                 Country Rustic
    material                                             Engineered Wood
    color                                                   Rustic Brown
    url                             https://www.amazon.com/dp/B0CB5G1BHX
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 128, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Watson & Whitely Swivel Bar Stools Set of 2, F.
    primary_image      https://m.media-amazon.com/images/I/41IWqaJGuW.
    style                                                         Modern
    material                                                         NaN
    color                                          White (Multi-colored)
    url                             https://www.amazon.com/dp/B0BV6KR1T7
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 129, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Adeco Large Square Storage Ottoman Bench, Tuft.
    primary_image      https://m.media-amazon.com/images/I/31HEdjZpCb.
    style                                             Mid-Century Modern
    material                                                        Wood
    color                                                   Orange Brown
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "98358030-a1f7-4359-b4b2-1dd6a7b1b96f", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "4a1b7685-600b-41f5-8eb5-46c232de30a5", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "1516eb2f9c2fa5996e5dcabf7f1dee0e7e15c64dd75271c20b66fae1916a5b48", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "947bdd8b-1712-418c-b49f-4a7624d5aa75", "node_type": "1", "metadata": {}, "hash": "f5138699670415049a2d5769a0ebb6b7eebad2561af57dc866118cbdb7d9ec6c", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
com/images/I/51K1wX04DX.
    style                                                         Modern
    material                                                         NaN
    color                                                      Wine Gold
    url                             https://www.amazon.com/dp/B09ZQM2FX3
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 127, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Lufeiya Small Computer Desk with 2 Drawers for.
    primary_image      https://m.media-amazon.com/images/I/41zNNJV-QU.
    style                                                 Country Rustic
    material                                             Engineered Wood
    color                                                   Rustic Brown
    url                             https://www.amazon.com/dp/B0CB5G1BHX
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 128, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Watson & Whitely Swivel Bar Stools Set of 2, F.
    primary_image      https://m.media-amazon.com/images/I/41IWqaJGuW.
    style                                                         Modern
    material                                                         NaN
    color                                          White (Multi-colored)
    url                             https://www.amazon.com/dp/B0BV6KR1T7
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 129, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Adeco Large Square Storage Ottoman Bench, Tuft.
    primary_image      https://m.media-amazon.com/images/I/31HEdjZpCb.
    style                                             Mid-Century Modern
    material                                                        Wood
    color                                                   Orange Brown
    url                             https://www.amazon.com/dp/B0C6XNNL9M
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 130, dtype: object: 'float' object is not iterable
    Error creating embedding for title              New Classic Furniture Evander Wood End Table w.
    primary_image      https://m.media-amazon.com/images/I/51TJVV3sRq.
    style                                                   Contemporary
    material                                                        Wood
    color                                           Two Tone Cream/Brown
    url                             https://www.amazon.com/dp/B0B6YR22H1
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 131, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Lipper International Wooden Storage Crate, whi.
    primary_image      https://m.media-amazon.com/images/I/31MZPtCF0R.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B07MZRYQ2X
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 132, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Amazon Basics Kids Adjustable Mesh Low-Back Sw.
    primary_image      https://m.media-amazon.com/images/I/41bsjzUI6N.
    style                                                           Mesh
    material                                                         NaN
    color                                                            Red
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "947bdd8b-1712-418c-b49f-4a7624d5aa75", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "98358030-a1f7-4359-b4b2-1dd6a7b1b96f", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "488937056be4ffcc6ebc1c23f22a0e87f6c1ff04d64302fc6662250dc33a7af6", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "867ce868-c171-469e-9941-92fb2a266f57", "node_type": "1", "metadata": {}, "hash": "d8e73fc75e00910565ece4dc38160b58eacc8a05f514267f18137f754b7e9c58", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
primary_image      https://m.media-amazon.com/images/I/31HEdjZpCb.
    style                                             Mid-Century Modern
    material                                                        Wood
    color                                                   Orange Brown
    url                             https://www.amazon.com/dp/B0C6XNNL9M
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 130, dtype: object: 'float' object is not iterable
    Error creating embedding for title              New Classic Furniture Evander Wood End Table w.
    primary_image      https://m.media-amazon.com/images/I/51TJVV3sRq.
    style                                                   Contemporary
    material                                                        Wood
    color                                           Two Tone Cream/Brown
    url                             https://www.amazon.com/dp/B0B6YR22H1
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 131, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Lipper International Wooden Storage Crate, whi.
    primary_image      https://m.media-amazon.com/images/I/31MZPtCF0R.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B07MZRYQ2X
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 132, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Amazon Basics Kids Adjustable Mesh Low-Back Sw.
    primary_image      https://m.media-amazon.com/images/I/41bsjzUI6N.
    style                                                           Mesh
    material                                                         NaN
    color                                                            Red
    url                             https://www.amazon.com/dp/B0BHF9PPJC
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 133, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Joovy Coo Bassinet, Portable Bassinet with Sto.
    primary_image      https://m.media-amazon.com/images/I/41UOfS3Jmk.
    style                                                            NaN
    material                                                      fabric
    color                                                            NaN
    url                             https://www.amazon.com/dp/B07NFSLLCG
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 134, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Halatua 6ftlarge Fur Bean Bag Cover Lazy Sofa .
    primary_image      https://m.media-amazon.com/images/I/51-utQ4pnb.
    style                                                            NaN
    material                                                   Polyester
    color                                                       Snowblue
    url                             https://www.amazon.com/dp/B0C7L8GGJF
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 135, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Flash Furniture Walker Small Rustic Natural Ho.
    primary_image      https://m.media-amazon.com/images/I/31QOFqtaHJ.
    style                                                           Sled
    material                                             Engineered Wood
    color                                                         Rustic
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "867ce868-c171-469e-9941-92fb2a266f57", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "947bdd8b-1712-418c-b49f-4a7624d5aa75", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "489204049746ff748c64b4c791f3acd953fcabde63f58dfe5c57ceb57a4e66ff", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "8e35a2c2-730b-4b43-8511-50e6987f35ae", "node_type": "1", "metadata": {}, "hash": "33db090f9f5d2a53bcb07be2f49e3ac10df689b7aabdb775a7edcb30c6af8933", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
primary_image      https://m.media-amazon.com/images/I/41bsjzUI6N.
    style                                                           Mesh
    material                                                         NaN
    color                                                            Red
    url                             https://www.amazon.com/dp/B0BHF9PPJC
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 133, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Joovy Coo Bassinet, Portable Bassinet with Sto.
    primary_image      https://m.media-amazon.com/images/I/41UOfS3Jmk.
    style                                                            NaN
    material                                                      fabric
    color                                                            NaN
    url                             https://www.amazon.com/dp/B07NFSLLCG
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 134, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Halatua 6ftlarge Fur Bean Bag Cover Lazy Sofa .
    primary_image      https://m.media-amazon.com/images/I/51-utQ4pnb.
    style                                                            NaN
    material                                                   Polyester
    color                                                       Snowblue
    url                             https://www.amazon.com/dp/B0C7L8GGJF
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 135, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Flash Furniture Walker Small Rustic Natural Ho.
    primary_image      https://m.media-amazon.com/images/I/31QOFqtaHJ.
    style                                                           Sled
    material                                             Engineered Wood
    color                                                         Rustic
    url                             https://www.amazon.com/dp/B08JWJTZ1Y
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 136, dtype: object: 'float' object is not iterable
    Error creating embedding for title              BOKKOLIK Vintage Bar Stools Swivel PU Seat 29-.
    primary_image      https://m.media-amazon.com/images/I/41PjcPoHTL.
    style                                                   Soft PU Seat
    material                                                         NaN
    color                                                     Dark Brown
    url                             https://www.amazon.com/dp/B0BG7MX77T
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 137, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Nalupatio Storage Ottoman, Bedroom End Bench，U.
    primary_image      https://m.media-amazon.com/images/I/31+6K0Tbdp.
    style                                                         Modern
    material                                                        Wood
    color                                                    Light Green
    url                             https://www.amazon.com/dp/B0C48X7JQB
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 138, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Homevany Bamboo Wine Rack,4 Tier, Wine Bottle .
    primary_image      https://m.media-amazon.com/images/I/51DO5hfgdK.
    style                                                         Modern
    material                                                         NaN
    color                                                          Brown
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "8e35a2c2-730b-4b43-8511-50e6987f35ae", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "867ce868-c171-469e-9941-92fb2a266f57", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "9057b143ba3edebb821782dbd3a8b871268821fbac174caefaedeb95b6b946f3", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "eeba88ba-141c-4cde-82b1-95e177983c9c", "node_type": "1", "metadata": {}, "hash": "020a238b09d689645b7d9105ba24e3a2e9ab257d0e8cd3d8669816b0c5626379", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/31QOFqtaHJ.
    style                                                           Sled
    material                                             Engineered Wood
    color                                                         Rustic
    url                             https://www.amazon.com/dp/B08JWJTZ1Y
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 136, dtype: object: 'float' object is not iterable
    Error creating embedding for title              BOKKOLIK Vintage Bar Stools Swivel PU Seat 29-.
    primary_image      https://m.media-amazon.com/images/I/41PjcPoHTL.
    style                                                   Soft PU Seat
    material                                                         NaN
    color                                                     Dark Brown
    url                             https://www.amazon.com/dp/B0BG7MX77T
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 137, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Nalupatio Storage Ottoman, Bedroom End Bench，U.
    primary_image      https://m.media-amazon.com/images/I/31+6K0Tbdp.
    style                                                         Modern
    material                                                        Wood
    color                                                    Light Green
    url                             https://www.amazon.com/dp/B0C48X7JQB
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 138, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Homevany Bamboo Wine Rack,4 Tier, Wine Bottle .
    primary_image      https://m.media-amazon.com/images/I/51DO5hfgdK.
    style                                                         Modern
    material                                                         NaN
    color                                                          Brown
    url                             https://www.amazon.com/dp/B08T8ZRZ1F
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 139, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Armen Living Julius 30" Cream Faux Leather and.
    primary_image      https://m.media-amazon.com/images/I/31v34T0kgn.
    style                                                       Straight
    material                                                         NaN
    color                                                   Cream/Walnut
    url                             https://www.amazon.com/dp/B0961N94SZ
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 140, dtype: object: 'float' object is not iterable
    Error creating embedding for title              WONSTART Vanity Mirror with Lights, 50 x 41cm .
    primary_image      https://m.media-amazon.com/images/I/41k7g8oo6b.
    style                                                         Modern
    material                                             Aluminum, Glass
    color                                                         Silver
    url                             https://www.amazon.com/dp/B0C2VF2S6R
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 141, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Cpintltr Velvet Foot Rest Stool Multipurpose D.
    primary_image      https://m.media-amazon.com/images/I/51K84REZCG.
    style                                                         Modern
    material                                                        Wood
    color                                                     Dusty Pink
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "eeba88ba-141c-4cde-82b1-95e177983c9c", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "8e35a2c2-730b-4b43-8511-50e6987f35ae", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "460510153f4cd77e35f05c5054660cdaf7525699e85ef9202bcd0e869d4dbcb0", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "83ba74d3-77e8-4420-a9e4-11dff3d5045e", "node_type": "1", "metadata": {}, "hash": "0bba9a324f1404bebb15402376421c2b2b1c88ecdf66a4ae164d1deae6c6d240", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/51DO5hfgdK.
    style                                                         Modern
    material                                                         NaN
    color                                                          Brown
    url                             https://www.amazon.com/dp/B08T8ZRZ1F
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 139, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Armen Living Julius 30" Cream Faux Leather and.
    primary_image      https://m.media-amazon.com/images/I/31v34T0kgn.
    style                                                       Straight
    material                                                         NaN
    color                                                   Cream/Walnut
    url                             https://www.amazon.com/dp/B0961N94SZ
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 140, dtype: object: 'float' object is not iterable
    Error creating embedding for title              WONSTART Vanity Mirror with Lights, 50 x 41cm .
    primary_image      https://m.media-amazon.com/images/I/41k7g8oo6b.
    style                                                         Modern
    material                                             Aluminum, Glass
    color                                                         Silver
    url                             https://www.amazon.com/dp/B0C2VF2S6R
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 141, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Cpintltr Velvet Foot Rest Stool Multipurpose D.
    primary_image      https://m.media-amazon.com/images/I/51K84REZCG.
    style                                                         Modern
    material                                                        Wood
    color                                                     Dusty Pink
    url                             https://www.amazon.com/dp/B0CH34CCLV
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 142, dtype: object: 'float' object is not iterable
    Error creating embedding for title              uxcell Shredded Memory Foam Filling, 10 Pounds.
    primary_image      https://m.media-amazon.com/images/I/51i6LeHlc9.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B0C4DWRF3M
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 143, dtype: object: 'float' object is not iterable
    Error creating embedding for title              FAMSINGO Ergonomic Mesh Office Chair, High Bac.
    primary_image      https://m.media-amazon.com/images/I/41Jm-GtY+5.
    style                                                      With arms
    material                                                 Memory Foam
    color                                                          Black
    url                             https://www.amazon.com/dp/B0CBBMQPVC
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 144, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Serta Style Hannah II Office Chair, Harvard Pi.
    primary_image      https://m.media-amazon.com/images/I/41XQ7R6j7l.
    style                                                      with-arms
    material                                                        Foam
    color                                                   Harvard Pink
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "83ba74d3-77e8-4420-a9e4-11dff3d5045e", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "eeba88ba-141c-4cde-82b1-95e177983c9c", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "e6cf3b5463b258da5701d06dc8aa1f95ea16790b60dc8307bcfe8cf6e855cc1b", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "a144d949-3dea-4313-8e02-052303e19e58", "node_type": "1", "metadata": {}, "hash": "5d8f64f61c6570dd03d7af258d41d41391811baf06df479c554df1fc66ea1419", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/51K84REZCG.
    style                                                         Modern
    material                                                        Wood
    color                                                     Dusty Pink
    url                             https://www.amazon.com/dp/B0CH34CCLV
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 142, dtype: object: 'float' object is not iterable
    Error creating embedding for title              uxcell Shredded Memory Foam Filling, 10 Pounds.
    primary_image      https://m.media-amazon.com/images/I/51i6LeHlc9.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B0C4DWRF3M
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 143, dtype: object: 'float' object is not iterable
    Error creating embedding for title              FAMSINGO Ergonomic Mesh Office Chair, High Bac.
    primary_image      https://m.media-amazon.com/images/I/41Jm-GtY+5.
    style                                                      With arms
    material                                                 Memory Foam
    color                                                          Black
    url                             https://www.amazon.com/dp/B0CBBMQPVC
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 144, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Serta Style Hannah II Office Chair, Harvard Pi.
    primary_image      https://m.media-amazon.com/images/I/41XQ7R6j7l.
    style                                                      with-arms
    material                                                        Foam
    color                                                   Harvard Pink
    url                             https://www.amazon.com/dp/B07667648L
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 145, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Christmas 3D Illusion Doormat, Non-Slip Visual.
    primary_image      https://m.media-amazon.com/images/I/51uOa02x4H.
    style                                                        Classic
    material                                                          棉质
    color                                                            Red
    url                             https://www.amazon.com/dp/B0CC28VDSV
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 146, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Narrow Console Table with Power Strips, Sofa T.
    primary_image      https://m.media-amazon.com/images/I/51FRxl-qgF.
    style                                        Sofa Table with Outlets
    material                                         MDF Board and Metal
    color                                                          Black
    url                             https://www.amazon.com/dp/B0BSHFVY3J
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 147, dtype: object: 'float' object is not iterable
    Error creating embedding for title              AnRui Folding Floor Chair with Adjustable Back.
    primary_image      https://m.media-amazon.com/images/I/51iuIrMVq+.
    style                                                     Solid Back
    material                                                        Foam
    color                                                         Stripe
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "a144d949-3dea-4313-8e02-052303e19e58", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "83ba74d3-77e8-4420-a9e4-11dff3d5045e", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "f584e0bdcc384b857a9ae27a5a031f453a13ab75e01dae5b39d7fc9b6a31b75e", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "005cb17a-f3e7-4a56-9df7-4bbacb0082f2", "node_type": "1", "metadata": {}, "hash": "57a2ff934b0eb084fd4c77736988a199124177b3953ad0ef26199f4ee68b5c65", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/41XQ7R6j7l.
    style                                                      with-arms
    material                                                        Foam
    color                                                   Harvard Pink
    url                             https://www.amazon.com/dp/B07667648L
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 145, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Christmas 3D Illusion Doormat, Non-Slip Visual.
    primary_image      https://m.media-amazon.com/images/I/51uOa02x4H.
    style                                                        Classic
    material                                                          棉质
    color                                                            Red
    url                             https://www.amazon.com/dp/B0CC28VDSV
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 146, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Narrow Console Table with Power Strips, Sofa T.
    primary_image      https://m.media-amazon.com/images/I/51FRxl-qgF.
    style                                        Sofa Table with Outlets
    material                                         MDF Board and Metal
    color                                                          Black
    url                             https://www.amazon.com/dp/B0BSHFVY3J
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 147, dtype: object: 'float' object is not iterable
    Error creating embedding for title              AnRui Folding Floor Chair with Adjustable Back.
    primary_image      https://m.media-amazon.com/images/I/51iuIrMVq+.
    style                                                     Solid Back
    material                                                        Foam
    color                                                         Stripe
    url                             https://www.amazon.com/dp/B08QRF4TTL
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 148, dtype: object: 'float' object is not iterable
    Error creating embedding for title              sogesfurniture 5 Tier Free Standing Wooden Sho.
    primary_image      https://m.media-amazon.com/images/I/51j2v3ij2u.
    style                                                         Modern
    material                                             Engineered Wood
    color                                                            NaN
    url                             https://www.amazon.com/dp/B07WLK9TNS
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 149, dtype: object: 'float' object is not iterable
    Error creating embedding for title              fengxiaomin-Plastic Bed Slat End Caps Holders .
    primary_image      https://m.media-amazon.com/images/I/41gvi7RjrZ.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B0CNVJ24YF
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 150, dtype: object: 'float' object is not iterable
    Error creating embedding for title              MoNiBloom Massage Gaming Recliner Chair with S.
    primary_image      https://m.media-amazon.com/images/I/41Md8gR4YY.
    style                                                         Modern
    material                                                         NaN
    color                                                          Green
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "005cb17a-f3e7-4a56-9df7-4bbacb0082f2", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "a144d949-3dea-4313-8e02-052303e19e58", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "87cb4729d7e1cb8ef45fab9aa16f1838a041c134fdd2143751a41688f36525b3", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "3060773c-912b-4c25-89da-3cd23b9007be", "node_type": "1", "metadata": {}, "hash": "4a1ab2d7b5decd9e20e03136d0dc3544908c00cb2a7f149069a3cf7c8c63137c", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
primary_image      https://m.media-amazon.com/images/I/51iuIrMVq+.
    style                                                     Solid Back
    material                                                        Foam
    color                                                         Stripe
    url                             https://www.amazon.com/dp/B08QRF4TTL
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 148, dtype: object: 'float' object is not iterable
    Error creating embedding for title              sogesfurniture 5 Tier Free Standing Wooden Sho.
    primary_image      https://m.media-amazon.com/images/I/51j2v3ij2u.
    style                                                         Modern
    material                                             Engineered Wood
    color                                                            NaN
    url                             https://www.amazon.com/dp/B07WLK9TNS
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 149, dtype: object: 'float' object is not iterable
    Error creating embedding for title              fengxiaomin-Plastic Bed Slat End Caps Holders .
    primary_image      https://m.media-amazon.com/images/I/41gvi7RjrZ.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B0CNVJ24YF
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 150, dtype: object: 'float' object is not iterable
    Error creating embedding for title              MoNiBloom Massage Gaming Recliner Chair with S.
    primary_image      https://m.media-amazon.com/images/I/41Md8gR4YY.
    style                                                         Modern
    material                                                         NaN
    color                                                          Green
    url                             https://www.amazon.com/dp/B0BZKMYST2
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 151, dtype: object: 'float' object is not iterable
    Error creating embedding for title              SUNSLASH Wall Mounted Mirror, Arched Wall Mirr.
    primary_image      https://m.media-amazon.com/images/I/41nGiqXS+5.
    style                                                            NaN
    material                                                    Aluminum
    color                                                  Black（arched）
    url                             https://www.amazon.com/dp/B0BP9QYFTL
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 152, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Allied Brass Carolina Crystal Collection Frame.
    primary_image      https://m.media-amazon.com/images/I/21+UCtQ6p9.
    style                                                        Antique
    material                                                       Brass
    color                                                  Antique Brass
    url                             https://www.amazon.com/dp/B07ZSF42WD
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 153, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Home Source 40.7' Elegance Bar Server and Wine.
    primary_image      https://m.media-amazon.com/images/I/41nYPK8Xbr.
    style                                                   Fluted shape
    material                                                 Walnut Wood
    color                                                         Walnut
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "3060773c-912b-4c25-89da-3cd23b9007be", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "005cb17a-f3e7-4a56-9df7-4bbacb0082f2", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "339694d8ea005caa7536b673f692687842ffb12aa7c9ee582c0a4710da716930", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "d0bb9280-0923-4913-95e3-b69027d69980", "node_type": "1", "metadata": {}, "hash": "dc7c6408bfd019a4960967743b12bdbb2325acf2ce72e7a015b2fe2bb2fd1234", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
primary_image      https://m.media-amazon.com/images/I/41Md8gR4YY.
    style                                                         Modern
    material                                                         NaN
    color                                                          Green
    url                             https://www.amazon.com/dp/B0BZKMYST2
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 151, dtype: object: 'float' object is not iterable
    Error creating embedding for title              SUNSLASH Wall Mounted Mirror, Arched Wall Mirr.
    primary_image      https://m.media-amazon.com/images/I/41nGiqXS+5.
    style                                                            NaN
    material                                                    Aluminum
    color                                                  Black（arched）
    url                             https://www.amazon.com/dp/B0BP9QYFTL
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 152, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Allied Brass Carolina Crystal Collection Frame.
    primary_image      https://m.media-amazon.com/images/I/21+UCtQ6p9.
    style                                                        Antique
    material                                                       Brass
    color                                                  Antique Brass
    url                             https://www.amazon.com/dp/B07ZSF42WD
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 153, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Home Source 40.7' Elegance Bar Server and Wine.
    primary_image      https://m.media-amazon.com/images/I/41nYPK8Xbr.
    style                                                   Fluted shape
    material                                                 Walnut Wood
    color                                                         Walnut
    url                             https://www.amazon.com/dp/B0CN1LGXNP
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 154, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Shintenchi 60" Small Loveseat, 3 in 1 Cute Con.
    primary_image      https://m.media-amazon.com/images/I/41SkpIbGdQ.
    style                                                     Pillow-Top
    material                                                        Wood
    color                                                      Dark Gray
    url                             https://www.amazon.com/dp/B0CMTHD198
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 155, dtype: object: 'float' object is not iterable
    Error creating embedding for title              King Mattresses Bag for Moving Storage Protect.
    primary_image      https://m.media-amazon.com/images/I/41ye8pFDZ9.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B0CN44TTFJ
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 156, dtype: object: 'float' object is not iterable
    Error creating embedding for title              sawsile Asymmetrical Wall Mirror,Unique Gold V.
    primary_image      https://m.media-amazon.com/images/I/41G-NEOXwf.
    style                                                            NaN
    material                                                  Wood, Iron
    color                                                           Gold
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "d0bb9280-0923-4913-95e3-b69027d69980", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "3060773c-912b-4c25-89da-3cd23b9007be", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "d059a795aacb0b982853c7e45c4f4bac8aef141e09d5490e93a93343e268c89c", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "e504f9f0-c08f-403d-8b7c-4b090144ff5b", "node_type": "1", "metadata": {}, "hash": "0bee8e44664802922cdf8f0ebe7664ca9e7a0262cc0b37e5ce905e7709fc9a9d", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/41nYPK8Xbr.
    style                                                   Fluted shape
    material                                                 Walnut Wood
    color                                                         Walnut
    url                             https://www.amazon.com/dp/B0CN1LGXNP
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 154, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Shintenchi 60" Small Loveseat, 3 in 1 Cute Con.
    primary_image      https://m.media-amazon.com/images/I/41SkpIbGdQ.
    style                                                     Pillow-Top
    material                                                        Wood
    color                                                      Dark Gray
    url                             https://www.amazon.com/dp/B0CMTHD198
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 155, dtype: object: 'float' object is not iterable
    Error creating embedding for title              King Mattresses Bag for Moving Storage Protect.
    primary_image      https://m.media-amazon.com/images/I/41ye8pFDZ9.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B0CN44TTFJ
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 156, dtype: object: 'float' object is not iterable
    Error creating embedding for title              sawsile Asymmetrical Wall Mirror,Unique Gold V.
    primary_image      https://m.media-amazon.com/images/I/41G-NEOXwf.
    style                                                            NaN
    material                                                  Wood, Iron
    color                                                           Gold
    url                             https://www.amazon.com/dp/B0CDWH5PQP
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 157, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Leather At Home, Decorative 13 Inch Rounded Pi.
    primary_image      https://m.media-amazon.com/images/I/51ePbFDPNR.
    style                                                        Classic
    material                                                     Leather
    color                                                  Bourbon Brown
    url                             https://www.amazon.com/dp/B0BBKQ3XW9
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 158, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Hzuaneri Blanket Ladder Shelf for Living Room,
    primary_image      https://m.media-amazon.com/images/I/31XETwaX0W.
    style                                                      Farmhouse
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B0BSKY28M7
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 159, dtype: object: 'float' object is not iterable
    Error creating embedding for title              9 Inch lighted magnifying mirror with Adjustab.
    primary_image      https://m.media-amazon.com/images/I/41j2FBzCCJ.
    style                                                         Modern
    material                                                 Alloy Steel
    color                                                 Brushed Nickel
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "e504f9f0-c08f-403d-8b7c-4b090144ff5b", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "d0bb9280-0923-4913-95e3-b69027d69980", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "b57289fbe98f95fcd8330bebb05aa8067ceb46d022823ec45eccb5165bd2b305", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "03de05a5-70ea-4f0a-ad43-69c0d8000b2b", "node_type": "1", "metadata": {}, "hash": "6f7b7913892b152de894416acfc3464c6071b7db8e53eb534c4efbdd2fc32b83", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
primary_image      https://m.media-amazon.com/images/I/41G-NEOXwf.
    style                                                            NaN
    material                                                  Wood, Iron
    color                                                           Gold
    url                             https://www.amazon.com/dp/B0CDWH5PQP
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 157, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Leather At Home, Decorative 13 Inch Rounded Pi.
    primary_image      https://m.media-amazon.com/images/I/51ePbFDPNR.
    style                                                        Classic
    material                                                     Leather
    color                                                  Bourbon Brown
    url                             https://www.amazon.com/dp/B0BBKQ3XW9
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 158, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Hzuaneri Blanket Ladder Shelf for Living Room,
    primary_image      https://m.media-amazon.com/images/I/31XETwaX0W.
    style                                                      Farmhouse
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B0BSKY28M7
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 159, dtype: object: 'float' object is not iterable
    Error creating embedding for title              9 Inch lighted magnifying mirror with Adjustab.
    primary_image      https://m.media-amazon.com/images/I/41j2FBzCCJ.
    style                                                         Modern
    material                                                 Alloy Steel
    color                                                 Brushed Nickel
    url                             https://www.amazon.com/dp/B0CMJCCT9C
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 160, dtype: object: 'float' object is not iterable
    Error creating embedding for title              shopperals Large Black Fogless Handheld Shavin.
    primary_image      https://m.media-amazon.com/images/I/413+UE2HxQ.
    style                                                            NaN
    material                                                     Plastic
    color                                                          Black
    url                             https://www.amazon.com/dp/B0CJCRFZCG
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 161, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Convenience Concepts French Country Desk, Drif.
    primary_image      https://m.media-amazon.com/images/I/21Xa4sH6hP.
    style                                                 French Country
    material                                             Engineered Wood
    color                                                Driftwood/White
    url                             https://www.amazon.com/dp/B07D6TS5MR
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 162, dtype: object: 'float' object is not iterable
    Error creating embedding for title              FurnitureR 27''H Round Drawer 2 Tiers Endtable.
    primary_image      https://m.media-amazon.com/images/I/51VXthftc3.
    style                                             Mid-Century Modern
    material                                             Engineered Wood
    color                                                Green and Brown
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "03de05a5-70ea-4f0a-ad43-69c0d8000b2b", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "e504f9f0-c08f-403d-8b7c-4b090144ff5b", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "c7acab82652f5e45452c5d22d8d51c9c2b2a91a01d97001611e07f18a8ee1189", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "1760cb23-d969-4d4f-86d0-aa47cc230f7e", "node_type": "1", "metadata": {}, "hash": "40b32b63765b7bd4a00cd6a43d241abb2d5eda9789d822ca9eb13a62539c591d", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
com/images/I/41j2FBzCCJ.
    style                                                         Modern
    material                                                 Alloy Steel
    color                                                 Brushed Nickel
    url                             https://www.amazon.com/dp/B0CMJCCT9C
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 160, dtype: object: 'float' object is not iterable
    Error creating embedding for title              shopperals Large Black Fogless Handheld Shavin.
    primary_image      https://m.media-amazon.com/images/I/413+UE2HxQ.
    style                                                            NaN
    material                                                     Plastic
    color                                                          Black
    url                             https://www.amazon.com/dp/B0CJCRFZCG
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 161, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Convenience Concepts French Country Desk, Drif.
    primary_image      https://m.media-amazon.com/images/I/21Xa4sH6hP.
    style                                                 French Country
    material                                             Engineered Wood
    color                                                Driftwood/White
    url                             https://www.amazon.com/dp/B07D6TS5MR
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 162, dtype: object: 'float' object is not iterable
    Error creating embedding for title              FurnitureR 27''H Round Drawer 2 Tiers Endtable.
    primary_image      https://m.media-amazon.com/images/I/51VXthftc3.
    style                                             Mid-Century Modern
    material                                             Engineered Wood
    color                                                Green and Brown
    url                             https://www.amazon.com/dp/B0BVYQTMNX
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 163, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Flash Furniture Contemporary Red Vinyl Rounded.
    primary_image      https://m.media-amazon.com/images/I/41OOyTZhTz.
    style                                                   Contemporary
    material                                                         NaN
    color                                                            Red
    url                             https://www.amazon.com/dp/B00EAY2HTY
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 164, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Stylish Camping Ming's Mark RC4 Reversible Cla.
    primary_image      https://m.media-amazon.com/images/I/515xhjtnk0.
    style                                                         Modern
    material                                               Polypropylene
    color                                                    Green/Beige
    url                             https://www.amazon.com/dp/B0044G9M2S
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 165, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Christopher Knight Home Adelina Fabric Occaisi.
    primary_image      https://m.media-amazon.com/images/I/41FESwmeXb.
    style                                                      Wing Back
    material                                                         NaN
    color                                                 Light Lavender
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "1760cb23-d969-4d4f-86d0-aa47cc230f7e", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "03de05a5-70ea-4f0a-ad43-69c0d8000b2b", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "b6bdd710bcac3e546aed05ff5337b50a7df53628c3d2c3cb2cdc11d1597d8064", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "3c0ee356-d994-4e36-b159-33e6049277f2", "node_type": "1", "metadata": {}, "hash": "d50674001dccf993d998d801977c89afc81559ac5bd24089475710584b6c7be4", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/51VXthftc3.
    style                                             Mid-Century Modern
    material                                             Engineered Wood
    color                                                Green and Brown
    url                             https://www.amazon.com/dp/B0BVYQTMNX
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 163, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Flash Furniture Contemporary Red Vinyl Rounded.
    primary_image      https://m.media-amazon.com/images/I/41OOyTZhTz.
    style                                                   Contemporary
    material                                                         NaN
    color                                                            Red
    url                             https://www.amazon.com/dp/B00EAY2HTY
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 164, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Stylish Camping Ming's Mark RC4 Reversible Cla.
    primary_image      https://m.media-amazon.com/images/I/515xhjtnk0.
    style                                                         Modern
    material                                               Polypropylene
    color                                                    Green/Beige
    url                             https://www.amazon.com/dp/B0044G9M2S
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 165, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Christopher Knight Home Adelina Fabric Occaisi.
    primary_image      https://m.media-amazon.com/images/I/41FESwmeXb.
    style                                                      Wing Back
    material                                                         NaN
    color                                                 Light Lavender
    url                             https://www.amazon.com/dp/B073GLR1DG
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 166, dtype: object: 'float' object is not iterable
    Error creating embedding for title              ODK Small Computer Desk, 27.5 inch Desk for Sm.
    primary_image      https://m.media-amazon.com/images/I/41meqsf8aq.
    style                                                         Modern
    material                                             Engineered Wood
    color                                                     Pure White
    url                             https://www.amazon.com/dp/B092HVNQQ4
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 167, dtype: object: 'float' object is not iterable
    Error creating embedding for title              GOmaize Cute Wall Mirror with 4 Layers of Colo.
    primary_image      https://m.media-amazon.com/images/I/417WwDOB5X.
    style                                                       Bohemian
    material                                                     Plastic
    color                                                           Blue
    url                             https://www.amazon.com/dp/B0CB6HZR7Z
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 168, dtype: object: 'float' object is not iterable
    Error creating embedding for title              huester What are You Doing in My Swamp Door Ma.
    primary_image      https://m.media-amazon.com/images/I/51L59TyllJ.
    style                                                      Farmhouse
    material                                                      Rubber
    color                                                            NaN
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "3c0ee356-d994-4e36-b159-33e6049277f2", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "1760cb23-d969-4d4f-86d0-aa47cc230f7e", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "91f74e22ab2bc5560f975abaaecd01654a11e16578422133f03103735ed3f5bc", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "e76d9011-c870-4b8a-ad8f-880bed0abfc0", "node_type": "1", "metadata": {}, "hash": "b9bb20b4de728eb67a17a742a5d7b48ef7b4b351c629b9b68f9f870fd05abbd7", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/41FESwmeXb.
    style                                                      Wing Back
    material                                                         NaN
    color                                                 Light Lavender
    url                             https://www.amazon.com/dp/B073GLR1DG
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 166, dtype: object: 'float' object is not iterable
    Error creating embedding for title              ODK Small Computer Desk, 27.5 inch Desk for Sm.
    primary_image      https://m.media-amazon.com/images/I/41meqsf8aq.
    style                                                         Modern
    material                                             Engineered Wood
    color                                                     Pure White
    url                             https://www.amazon.com/dp/B092HVNQQ4
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 167, dtype: object: 'float' object is not iterable
    Error creating embedding for title              GOmaize Cute Wall Mirror with 4 Layers of Colo.
    primary_image      https://m.media-amazon.com/images/I/417WwDOB5X.
    style                                                       Bohemian
    material                                                     Plastic
    color                                                           Blue
    url                             https://www.amazon.com/dp/B0CB6HZR7Z
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 168, dtype: object: 'float' object is not iterable
    Error creating embedding for title              huester What are You Doing in My Swamp Door Ma.
    primary_image      https://m.media-amazon.com/images/I/51L59TyllJ.
    style                                                      Farmhouse
    material                                                      Rubber
    color                                                            NaN
    url                             https://www.amazon.com/dp/B0C8SGN73S
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 169, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Bedstory 3 Inch Queen Size Memory Foam Mattres.
    primary_image      https://m.media-amazon.com/images/I/516PONoRDr.
    style                                                            NaN
    material                                                 Memory Foam
    color                                                          White
    url                             https://www.amazon.com/dp/B0B31DB3LN
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 170, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Toland Home Garden 800252 Birthday Bash Party .
    primary_image      https://m.media-amazon.com/images/I/51rfyHppFm.
    style                                                         Modern
    material                                                      Rubber
    color              Balloon Outdoor Doormat for Entryway Indoor En.
    url                             https://www.amazon.com/dp/B01AA0SO7A
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 171, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Asense Small Footstool Ottoman Set of 2, Faux .
    primary_image      https://m.media-amazon.com/images/I/31mK9NtBNH.
    style                                                         Modern
    material                                                         NaN
    color                                    2 Pack Faux Leather Celadon
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "e76d9011-c870-4b8a-ad8f-880bed0abfc0", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "3c0ee356-d994-4e36-b159-33e6049277f2", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "8231b725aa1a249958d83017419bf94dd7f00c2a529fdde91255fd69855c46a9", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "4c6207a2-f466-4a79-888b-87dbabf6faef", "node_type": "1", "metadata": {}, "hash": "a5452eeb733a42a3a0931dd73f9811b2359575b92f8001cfc2b6134041c64f99", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
style                                                      Farmhouse
    material                                                      Rubber
    color                                                            NaN
    url                             https://www.amazon.com/dp/B0C8SGN73S
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 169, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Bedstory 3 Inch Queen Size Memory Foam Mattres.
    primary_image      https://m.media-amazon.com/images/I/516PONoRDr.
    style                                                            NaN
    material                                                 Memory Foam
    color                                                          White
    url                             https://www.amazon.com/dp/B0B31DB3LN
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 170, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Toland Home Garden 800252 Birthday Bash Party .
    primary_image      https://m.media-amazon.com/images/I/51rfyHppFm.
    style                                                         Modern
    material                                                      Rubber
    color              Balloon Outdoor Doormat for Entryway Indoor En.
    url                             https://www.amazon.com/dp/B01AA0SO7A
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 171, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Asense Small Footstool Ottoman Set of 2, Faux .
    primary_image      https://m.media-amazon.com/images/I/31mK9NtBNH.
    style                                                         Modern
    material                                                         NaN
    color                                    2 Pack Faux Leather Celadon
    url                             https://www.amazon.com/dp/B0CPLSTFW5
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 172, dtype: object: 'float' object is not iterable
    Error creating embedding for title              PINGEUI 2 Packs 13 Inches Bamboo Step Stool, N.
    primary_image      https://m.media-amazon.com/images/I/41Y0vrrtp7.
    style                                                         Modern
    material                                                      Bamboo
    color                                                          Brown
    url                             https://www.amazon.com/dp/B099VZPTWT
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 173, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Poundex Y1553 Two Piece PU Round Shape Barstoo.
    primary_image      https://m.media-amazon.com/images/I/31XVd1lG-z.
    style                                                         Modern
    material                                                         NaN
    color                                                          Black
    url                             https://www.amazon.com/dp/B0183K9SMO
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 174, dtype: object: 'float' object is not iterable
    Error creating embedding for title              SP-AU-Era Mirror cabinet storage box, cosmetic.
    primary_image      https://m.media-amazon.com/images/I/61zDAVHDAf.
    style              Wall-mounted Perforated Home Bathroom Sink, Co.
    material                                                         PET
    color                                                 blackish green
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "4c6207a2-f466-4a79-888b-87dbabf6faef", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "e76d9011-c870-4b8a-ad8f-880bed0abfc0", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "bb1cab629c960ba5319b627bfe98094398f3616dbf7b56627ddce2847282c0ea", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "cbafcc52-5ab3-4c2b-b516-47ced6ee0bcc", "node_type": "1", "metadata": {}, "hash": "00963b2eb3a22853089e7e5d06b841825e21103cb86c27fd7c1e3d3f9c6bb47e", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
style                                                         Modern
    material                                                         NaN
    color                                    2 Pack Faux Leather Celadon
    url                             https://www.amazon.com/dp/B0CPLSTFW5
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 172, dtype: object: 'float' object is not iterable
    Error creating embedding for title              PINGEUI 2 Packs 13 Inches Bamboo Step Stool, N.
    primary_image      https://m.media-amazon.com/images/I/41Y0vrrtp7.
    style                                                         Modern
    material                                                      Bamboo
    color                                                          Brown
    url                             https://www.amazon.com/dp/B099VZPTWT
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 173, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Poundex Y1553 Two Piece PU Round Shape Barstoo.
    primary_image      https://m.media-amazon.com/images/I/31XVd1lG-z.
    style                                                         Modern
    material                                                         NaN
    color                                                          Black
    url                             https://www.amazon.com/dp/B0183K9SMO
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 174, dtype: object: 'float' object is not iterable
    Error creating embedding for title              SP-AU-Era Mirror cabinet storage box, cosmetic.
    primary_image      https://m.media-amazon.com/images/I/61zDAVHDAf.
    style              Wall-mounted Perforated Home Bathroom Sink, Co.
    material                                                         PET
    color                                                 blackish green
    url                             https://www.amazon.com/dp/B0C99SY5W2
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 175, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Kavonty Storage Chest, Storage Bench, Retro To.
    primary_image      https://m.media-amazon.com/images/I/41YpXf+0X2.
    style                                                            NaN
    material                                                         NaN
    color                                                   Rustic Brown
    url                             https://www.amazon.com/dp/B0BB9RZ19N
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 176, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Barkan TV Wall Mount, 32-70 inch Full Motion A.
    primary_image      https://m.media-amazon.com/images/I/41NgcrmTA7.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B01L0YHBB0
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 177, dtype: object: 'float' object is not iterable
    Error creating embedding for title              danpinera Side Table Round Metal, Outdoor Side.
    primary_image      https://m.media-amazon.com/images/I/41fuboxDT3.
    style                                                         Modern
    material                                                        Iron
    color                                                    Light Green
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "cbafcc52-5ab3-4c2b-b516-47ced6ee0bcc", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "4c6207a2-f466-4a79-888b-87dbabf6faef", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "673f5deec9f8c5e16ca9cce177d656092d630734c47e3fadd0e876533a2a8a0c", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "257df9cf-769c-49d9-8a08-5bc2a9a18d8d", "node_type": "1", "metadata": {}, "hash": "4dddc00da7365e09825d1a5e66e35afc7b1212b6899abb8d7e385e7cf910ce55", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
com/images/I/61zDAVHDAf.
    style              Wall-mounted Perforated Home Bathroom Sink, Co.
    material                                                         PET
    color                                                 blackish green
    url                             https://www.amazon.com/dp/B0C99SY5W2
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 175, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Kavonty Storage Chest, Storage Bench, Retro To.
    primary_image      https://m.media-amazon.com/images/I/41YpXf+0X2.
    style                                                            NaN
    material                                                         NaN
    color                                                   Rustic Brown
    url                             https://www.amazon.com/dp/B0BB9RZ19N
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 176, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Barkan TV Wall Mount, 32-70 inch Full Motion A.
    primary_image      https://m.media-amazon.com/images/I/41NgcrmTA7.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B01L0YHBB0
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 177, dtype: object: 'float' object is not iterable
    Error creating embedding for title              danpinera Side Table Round Metal, Outdoor Side.
    primary_image      https://m.media-amazon.com/images/I/41fuboxDT3.
    style                                                         Modern
    material                                                        Iron
    color                                                    Light Green
    url                             https://www.amazon.com/dp/B09FXM34DV
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 178, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Dscabomlg Foldable Shoe Storage Plastic Vertic.
    primary_image      https://m.media-amazon.com/images/I/41bq4r8uj5.
    style                                                         Modern
    material                                                         NaN
    color                                                     Grey&white
    url                             https://www.amazon.com/dp/B0CG5SJN86
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 179, dtype: object: 'float' object is not iterable
    Error creating embedding for title              ACCHAR Ergonomic Office Chair, Reclining Mesh .
    primary_image      https://m.media-amazon.com/images/I/413qdlao4p.
    style                                                      With arms
    material                                                        Foam
    color                                                          White
    url                             https://www.amazon.com/dp/B0C2C9S1R6
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 180, dtype: object: 'float' object is not iterable
    Error creating embedding for title              ODK Small Computer Desk, 27.5 Inch, Compact Ti.
    primary_image      https://m.media-amazon.com/images/I/41NmfAngKl.
    style                                                         Modern
    material                                             Engineered Wood
    color                                                          Black
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "257df9cf-769c-49d9-8a08-5bc2a9a18d8d", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "cbafcc52-5ab3-4c2b-b516-47ced6ee0bcc", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "e84cfde15b7ea0f7bbda773c8f23e863c66d37006d4007c1925550f70dcf9845", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "2761e3e3-e8cb-4de2-8299-805dcebdd19d", "node_type": "1", "metadata": {}, "hash": "f0c6037e63617b0cc102d043dcecd312731b07651e4b1ec8a112eac65221af50", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/41fuboxDT3.
    style                                                         Modern
    material                                                        Iron
    color                                                    Light Green
    url                             https://www.amazon.com/dp/B09FXM34DV
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 178, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Dscabomlg Foldable Shoe Storage Plastic Vertic.
    primary_image      https://m.media-amazon.com/images/I/41bq4r8uj5.
    style                                                         Modern
    material                                                         NaN
    color                                                     Grey&white
    url                             https://www.amazon.com/dp/B0CG5SJN86
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 179, dtype: object: 'float' object is not iterable
    Error creating embedding for title              ACCHAR Ergonomic Office Chair, Reclining Mesh .
    primary_image      https://m.media-amazon.com/images/I/413qdlao4p.
    style                                                      With arms
    material                                                        Foam
    color                                                          White
    url                             https://www.amazon.com/dp/B0C2C9S1R6
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 180, dtype: object: 'float' object is not iterable
    Error creating embedding for title              ODK Small Computer Desk, 27.5 Inch, Compact Ti.
    primary_image      https://m.media-amazon.com/images/I/41NmfAngKl.
    style                                                         Modern
    material                                             Engineered Wood
    color                                                          Black
    url                             https://www.amazon.com/dp/B08CB925CT
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 181, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Front Door Mats by ZULINE,Entry and Back Yard .
    primary_image      https://m.media-amazon.com/images/I/51+qRIvl1F.
    style                                               Outdoor & Indoor
    material                                                      Rubber
    color                                                  Brown-diamond
    url                             https://www.amazon.com/dp/B09PBH963M
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 182, dtype: object: 'float' object is not iterable
    Error creating embedding for title              MyGift Modern Over The Door Towel Rack in Shab.
    primary_image      https://m.media-amazon.com/images/I/515aoZQHoA.
    style                                                            NaN
    material                                                       Metal
    color                                 Whitewashed Wood & Black Metal
    url                             https://www.amazon.com/dp/B0C5BBYRDN
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 183, dtype: object: 'float' object is not iterable
    Error creating embedding for title              WEENFON Storage Cabinet with Doors and Shelves.
    primary_image      https://m.media-amazon.com/images/I/51F9Edov14.
    style                                                         Shaker
    material                                             Engineered Wood
    color                                                           Grey
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "2761e3e3-e8cb-4de2-8299-805dcebdd19d", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "257df9cf-769c-49d9-8a08-5bc2a9a18d8d", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "0845fac90d6b896eb66b1849e7f2085a9e684d5067b7cc62b65d9b39a4a8890c", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "35d3318c-bab6-4a5a-9784-fae5b4b56bca", "node_type": "1", "metadata": {}, "hash": "27a694656c8074a3c241e523d10c95825e5d7d29b2442abaa9d92a7004409fd2", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
media-amazon.com/images/I/41NmfAngKl.
    style                                                         Modern
    material                                             Engineered Wood
    color                                                          Black
    url                             https://www.amazon.com/dp/B08CB925CT
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 181, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Front Door Mats by ZULINE,Entry and Back Yard .
    primary_image      https://m.media-amazon.com/images/I/51+qRIvl1F.
    style                                               Outdoor & Indoor
    material                                                      Rubber
    color                                                  Brown-diamond
    url                             https://www.amazon.com/dp/B09PBH963M
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 182, dtype: object: 'float' object is not iterable
    Error creating embedding for title              MyGift Modern Over The Door Towel Rack in Shab.
    primary_image      https://m.media-amazon.com/images/I/515aoZQHoA.
    style                                                            NaN
    material                                                       Metal
    color                                 Whitewashed Wood & Black Metal
    url                             https://www.amazon.com/dp/B0C5BBYRDN
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 183, dtype: object: 'float' object is not iterable
    Error creating embedding for title              WEENFON Storage Cabinet with Doors and Shelves.
    primary_image      https://m.media-amazon.com/images/I/51F9Edov14.
    style                                                         Shaker
    material                                             Engineered Wood
    color                                                           Grey
    url                             https://www.amazon.com/dp/B0BF8KWBR2
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 184, dtype: object: 'float' object is not iterable
    Error creating embedding for title              SOOWERY End Tables with Charging Station, Set .
    primary_image      https://m.media-amazon.com/images/I/41x2Yzpw5a.
    style                                                          Retro
    material                                                        Iron
    color                                                          Brown
    url                             https://www.amazon.com/dp/B0BRFX55TJ
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 185, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Bednowitz Twin Box Spring，5 Inch Low Profile M.
    primary_image      https://m.media-amazon.com/images/I/51rTEhx3EA.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B0CJR8KM2D
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 186, dtype: object: 'float' object is not iterable
    Error creating embedding for title              BOKKOLIK Industrial Bar Stools (Set of 2) Coun.
    primary_image      https://m.media-amazon.com/images/I/41r1PM96rV.
    style                 industrial/retro/rustic/vintage/farmhouse/chic
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.


key: _node_content
string_value:
{"id_": "35d3318c-bab6-4a5a-9784-fae5b4b56bca", "embedding": null, "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "excluded_embed_metadata_keys": ["url", "tokens", "retrieve_doc", "source"], "excluded_llm_metadata_keys": ["title", "tokens", "retrieve_doc", "source"], "relationships": {"1": {"node_id": "4cbb4f05-14c5-4354-97b8-f200d7cab8d3", "node_type": "4", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "895e48a59f5349272b732594288700c2be6536f3906d078554376a4a2d0e65ef", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "2761e3e3-e8cb-4de2-8299-805dcebdd19d", "node_type": "1", "metadata": {"url": "https://github.com/openai/openai-cookbook/blob/main/examples/Tag_caption_images_with_GPT4V.ipynb", "title": "Using GPT-4o mini to tag & caption images", "tokens": 43074, "retrieve_doc": false, "source": "OpenAI_Cookbooks"}, "hash": "0de691a786204ecafa3231a5616b75f3ea38a7ac4e64ff74726f776d3599d57f", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "47558c3c-b01d-4571-889c-b83500fa0209", "node_type": "1", "metadata": {}, "hash": "3675c9cffcb1f75a5771d04d82f4eb8fdbba6d08ffbef1e805bb82d065ecb239", "class_name": "RelatedNodeInfo"}}, "text": "", "mimetype": "text/plain", "start_char_idx": null, "end_char_idx": null, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}


key: chroma:document
string_value:
com/images/I/51F9Edov14.
    style                                                         Shaker
    material                                             Engineered Wood
    color                                                           Grey
    url                             https://www.amazon.com/dp/B0BF8KWBR2
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 184, dtype: object: 'float' object is not iterable
    Error creating embedding for title              SOOWERY End Tables with Charging Station, Set .
    primary_image      https://m.media-amazon.com/images/I/41x2Yzpw5a.
    style                                                          Retro
    material                                                        Iron
    color                                                          Brown
    url                             https://www.amazon.com/dp/B0BRFX55TJ
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 185, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Bednowitz Twin Box Spring，5 Inch Low Profile M.
    primary_image      https://m.media-amazon.com/images/I/51rTEhx3EA.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B0CJR8KM2D
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 186, dtype: object: 'float' object is not iterable
    Error creating embedding for title              BOKKOLIK Industrial Bar Stools (Set of 2) Coun.
    primary_image      https://m.media-amazon.com/images/I/41r1PM96rV.
    style                 industrial/retro/rustic/vintage/farmhouse/chic
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.com/dp/B0BJZPV117
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 187, dtype: object: 'float' object is not iterable
    Error creating embedding for title              HOOBRO Over The Toilet Storage Cabinet, Mass-S.
    primary_image      https://m.media-amazon.com/images/I/41i8ryTI4h.
    style                                                         louver
    material                                      Engineered Wood, Metal
    color                                                   Rustic Brown
    url                             https://www.amazon.com/dp/B0B31G7LBC
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 188, dtype: object: 'float' object is not iterable
    Error creating embedding for title              Hanover Swivel Counter Height Bar Stool, White.
    primary_image      https://m.media-amazon.com/images/I/31039iD-Mp.
    style                                                        Classic
    material                                                         NaN
    color                                                 White and Gray
    url                             https://www.amazon.com/dp/B0B97PJ94P
    keywords                                                         NaN
    img_description                                                  NaN
    caption                                                          NaN
    Name: 189, dtype: object: 'float' object is not iterable
    Error creating embedding for title              VECELO Modern Industrial Style 3-Piece Dining .
    primary_image      https://m.media-amazon.com/images/I/41rj5r2UFS.
    style                                                            NaN
    material                                                         NaN
    color                                                            NaN
    url                             https://www.amazon.


