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app.py
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import json
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import streamlit as st
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import requests
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st.title("Prompt Search Engine")
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query = st.text_input("Enter your query:")
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use_pinecone = st.radio(
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"Choose search method:",
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('Pinecone Vector Search', 'Cosine Similarity')
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)
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n = st.number_input("Number of results:", min_value=1, max_value=20, value=5)
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if st.button("Search"):
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search_method = use_pinecone == 'Pinecone Vector Search'
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response = requests.post("http://localhost:5000/search", json={"query": query, "n": n, "use_pinecone": search_method})
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# Log the response for debugging
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st.write("Response Status Code:", response.status_code)
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try:
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results = response.json()
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# for score, prompt in results:
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# st.write(f"{score:.2f} - {prompt}")
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for result in results:
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score = float(result['score'])
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prompt = result['prompt']
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st.write(f"{score:.2f} - {prompt}")
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except json.JSONDecodeError as e:
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st.error(f"Failed to decode JSON response: {e}")
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st.write(response.content)
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