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Update app.py
Browse files
app.py
CHANGED
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@@ -95,7 +95,7 @@ def retrieve_relevant_docs(user_query, docs, index, bm25):
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return [docs[i] for i in combined_indices[:3]]
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def generate_response(user_query,
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try:
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if mode == "π PDF Upload Mode":
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docs, embeddings, index, bm25 = extract_and_embed_text(uploaded_file)
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@@ -104,11 +104,11 @@ def generate_response(user_query, company_ticker, mode, uploaded_file):
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retrieved_docs = retrieve_relevant_docs(user_query, docs, index, bm25)
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context = "\n\n".join(retrieved_docs)
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prompt = f"Summarize the key financial insights from this document:\n\n{context}"
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elif mode == "π Live Data Mode":
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financial_info = fetch_financial_data(
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prompt = f"Analyze the financial status of {
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else:
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return "Invalid mode selected."
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@@ -137,25 +137,29 @@ with col2:
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st.markdown("### π **Enter Your Query**")
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user_query = st.text_input("π¬ What financial insights are you looking for?")
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if mode == "π PDF Upload Mode":
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st.markdown("### π Upload Your Financial Report")
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uploaded_file = st.file_uploader("πΌ Upload PDF (Only for PDF Mode)", type=["pdf"])
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else:
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st.markdown("### π Live Market Data")
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uploaded_file = None
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if st.button("π Analyze Now"):
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if mode == "π PDF Upload Mode" and not uploaded_file:
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st.error("β Please upload a PDF
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elif mode == "π Live Data Mode" and not
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st.error("β Please enter a valid company ticker
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else:
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with st.spinner("π Your Query is Processing, this can take up to 5 - 7 minutes β³"):
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response = generate_response(user_query,
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st.markdown("---")
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st.markdown("<h3 style='color: #4CAF50;'>π‘ AI Response</h3>", unsafe_allow_html=True)
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st.write(response)
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st.markdown("---")
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return [docs[i] for i in combined_indices[:3]]
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def generate_response(user_query, pdf_ticker, ai_ticker, mode, uploaded_file):
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try:
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if mode == "π PDF Upload Mode":
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docs, embeddings, index, bm25 = extract_and_embed_text(uploaded_file)
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retrieved_docs = retrieve_relevant_docs(user_query, docs, index, bm25)
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context = "\n\n".join(retrieved_docs)
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prompt = f"Summarize the key financial insights for {pdf_ticker} from this document:\n\n{context}"
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elif mode == "π Live Data Mode":
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financial_info = fetch_financial_data(ai_ticker)
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prompt = f"Analyze the financial status of {ai_ticker} based on:\n{financial_info}\n\nUser Query: {user_query}"
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else:
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return "Invalid mode selected."
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st.markdown("### π **Enter Your Query**")
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user_query = st.text_input("π¬ What financial insights are you looking for?")
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st.markdown("---")
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if mode == "π PDF Upload Mode":
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st.markdown("### π Upload Your Financial Report")
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uploaded_file = st.file_uploader("πΌ Upload PDF (Only for PDF Mode)", type=["pdf"])
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pdf_ticker = st.text_input("π’ Enter Company Ticker for PDF Insights", placeholder="e.g., INFY, TCS")
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ai_ticker = None
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else:
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st.markdown("### π Live Market Data")
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ai_ticker = st.text_input("π’ Enter Company Ticker for AI Insights", placeholder="e.g., AAPL, MSFT")
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uploaded_file = None
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pdf_ticker = None
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if st.button("π Analyze Now"):
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if mode == "π PDF Upload Mode" and (not uploaded_file or not pdf_ticker):
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st.error("β Please upload a PDF and enter a company ticker for insights.")
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elif mode == "π Live Data Mode" and not ai_ticker:
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st.error("β Please enter a valid company ticker for AI insights.")
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else:
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with st.spinner("π Your Query is Processing, this can take up to 5 - 7 minutes β³"):
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response = generate_response(user_query, pdf_ticker, ai_ticker, mode, uploaded_file)
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st.markdown("---")
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st.markdown("<h3 style='color: #4CAF50;'>π‘ AI Response</h3>", unsafe_allow_html=True)
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st.write(response)
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st.markdown("---")
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