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Update app.py
Browse files
app.py
CHANGED
@@ -73,12 +73,24 @@ if uploaded_file:
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user_question = st.text_input("π¬ Type your question here")
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if user_question:
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user_question = st.text_input("π¬ Type your question here")
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if user_question:
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with st.spinner("π§ Thinking..."):
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try:
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# Optional: show what documents are retrieved before sending to LLM
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retrieved_docs = vector_store.similarity_search(user_question, k=4)
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if not retrieved_docs:
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st.warning("β οΈ No relevant text chunks found for this question. Try a different question.")
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else:
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st.markdown("### π Top Relevant Chunks (raw):")
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for i, doc in enumerate(retrieved_docs, 1):
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st.code(doc.page_content[:300], language="markdown")
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answer = astra_vector_index.query(user_question, llm=llm)
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if answer.strip():
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st.markdown("### π§ Answer:")
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st.write(answer.strip())
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else:
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st.warning("β οΈ The model returned an empty response. Try rephrasing the question or check your model/API key.")
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except Exception as e:
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st.error(f"π¨ Error while generating response:\n\n{str(e)}")
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