Spaces:
Sleeping
Sleeping
Update README.md
Browse files
README.md
CHANGED
|
@@ -9,4 +9,50 @@ app_file: app.py
|
|
| 9 |
pinned: false
|
| 10 |
---
|
| 11 |
|
| 12 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 9 |
pinned: false
|
| 10 |
---
|
| 11 |
|
| 12 |
+
Elbrus Bootcamp | Phase-2 | Team Project
|
| 13 |
+
|
| 14 |
+
## Teamπ§π»βπ»
|
| 15 |
+
1. [Van Biervliet Alexander](https://github.com/Awlly)
|
| 16 |
+
2. [Timofeeva Ekaterina](https://github.com/katyyyyyas)
|
| 17 |
+
3. [Shatalova Oksana](https://github.com/datascientist23)
|
| 18 |
+
|
| 19 |
+
|
| 20 |
+
## Task π
|
| 21 |
+
Develop a search system for series based on user requests π¦
|
| 22 |
+
|
| 23 |
+
## Contents π
|
| 24 |
+
|
| 25 |
+
1. Parse data from sites about TV series
|
| 26 |
+
2. Select the appropriate model for our data
|
| 27 |
+
|
| 28 |
+
## Deployment π
|
| 29 |
+
The service is implemented on [Huggingface](https://huggingface.co/spaces/Awlly/TVShowRecommender)π€
|
| 30 |
+
|
| 31 |
+
## Libraries π
|
| 32 |
+
```python
|
| 33 |
+
|
| 34 |
+
import streamlit as st
|
| 35 |
+
from PIL import Image
|
| 36 |
+
import requests
|
| 37 |
+
from io import BytesIO
|
| 38 |
+
from sentence_transformers import SentenceTransformer
|
| 39 |
+
import faiss
|
| 40 |
+
import pandas as pd
|
| 41 |
+
```
|
| 42 |
+
## Guide π
|
| 43 |
+
#### How to run locally?
|
| 44 |
+
|
| 45 |
+
1. To create a Python virtual environment for running the code, enter:
|
| 46 |
+
|
| 47 |
+
``python3 -m venv myvenv``
|
| 48 |
+
|
| 49 |
+
2. Activate the new environment:
|
| 50 |
+
|
| 51 |
+
* Windows: ```myvenv\Scripts\activate.bat```
|
| 52 |
+
* macOS and Linux: ```source myvenv/bin/activate```
|
| 53 |
+
|
| 54 |
+
3. Install all dependencies from the *requirements.txt* file:
|
| 55 |
+
|
| 56 |
+
``pip install -r requirements.txt``
|
| 57 |
+
|
| 58 |
+
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
|