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Update app.py
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app.py
CHANGED
@@ -2,6 +2,7 @@ import os
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import gradio as gr
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import numpy as np
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from transformers import AutoTokenizer, AutoModel
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# :white_check_mark: Setup environment
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os.makedirs(os.environ.get("HF_HOME", "./hf_cache"), exist_ok=True)
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hf_token = os.environ.get("HF_TOKEN")
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@@ -32,7 +33,9 @@ def get_text_embeddings(text):
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return embeddings[0].detach().numpy()
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# :white_check_mark: Gradio interface function
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def embed_text_interface(text):
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embedding = get_text_embeddings(text)
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return str(embedding)
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# :white_check_mark: Gradio UI
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interface = gr.Interface(
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import gradio as gr
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import numpy as np
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from transformers import AutoTokenizer, AutoModel
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import time
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# :white_check_mark: Setup environment
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os.makedirs(os.environ.get("HF_HOME", "./hf_cache"), exist_ok=True)
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hf_token = os.environ.get("HF_TOKEN")
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return embeddings[0].detach().numpy()
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# :white_check_mark: Gradio interface function
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def embed_text_interface(text):
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strt_time=time.time()
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embedding = get_text_embeddings(text)
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print(f"Total time taken by nomic to embed: {time.time()-strt_time}")
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return str(embedding)
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# :white_check_mark: Gradio UI
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interface = gr.Interface(
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