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Update app.py
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app.py
CHANGED
@@ -263,14 +263,25 @@ with st.sidebar:
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st.markdown("4. Create podcasts.")
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# Streamlit UI
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#
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st.error("The 'OPENAI_API_KEY' environment variable is not set. Please configure it in your hosting environment.")
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#
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st.subheader("Step 1: Upload Documents")
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uploaded_files = st.file_uploader("Upload files (PDF, TXT, CSV)", accept_multiple_files=True)
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if st.button("Process Documents"):
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@@ -284,8 +295,15 @@ if st.button("Process Documents"):
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else:
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st.warning("No files uploaded.")
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#
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st.subheader("Step 2:
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if st.session_state.rag_system.qa_chain:
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history = []
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user_question = st.text_input("Ask a question:")
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@@ -296,10 +314,10 @@ if st.session_state.rag_system.qa_chain:
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st.chat_message("user").write(question)
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st.chat_message("assistant").write(answer)
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else:
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st.info("Please process documents
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# Podcast
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st.subheader("Step
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if st.session_state.rag_system.document_summary:
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if st.button("Generate Podcast"):
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script, audio_path = st.session_state.rag_system.create_podcast()
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@@ -310,4 +328,4 @@ if st.session_state.rag_system.document_summary:
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else:
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st.error(script)
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else:
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st.info("Please process documents
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st.markdown("4. Create podcasts.")
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# Streamlit UI
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# Sidebar
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with st.sidebar:
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st.title("About")
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st.markdown(
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"""
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This app is inspired by the [RAG_HW HuggingFace Space](https://huggingface.co/spaces/wint543/RAG_HW).
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It allows users to:
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1. Upload and process documents
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2. Generate summaries
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3. Ask questions
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4. Create podcasts
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"""
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)
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# Main App
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st.title("Document Analyzer and Podcast Generator")
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# Step 1: Upload and Process Documents
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st.subheader("Step 1: Upload and Process Documents")
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uploaded_files = st.file_uploader("Upload files (PDF, TXT, CSV)", accept_multiple_files=True)
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if st.button("Process Documents"):
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else:
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st.warning("No files uploaded.")
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# Step 2: Generate Summaries
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st.subheader("Step 2: Generate Summaries")
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if st.session_state.rag_system.document_summary:
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st.text_area("Document Summary", st.session_state.rag_system.document_summary, height=200)
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else:
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st.info("Please process documents first to generate summaries.")
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# Step 3: Ask Questions
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st.subheader("Step 3: Ask Questions")
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if st.session_state.rag_system.qa_chain:
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history = []
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user_question = st.text_input("Ask a question:")
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st.chat_message("user").write(question)
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st.chat_message("assistant").write(answer)
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else:
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st.info("Please process documents first to enable Q&A.")
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# Step 4: Generate Podcast
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st.subheader("Step 4: Generate Podcast")
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if st.session_state.rag_system.document_summary:
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if st.button("Generate Podcast"):
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script, audio_path = st.session_state.rag_system.create_podcast()
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else:
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st.error(script)
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else:
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st.info("Please process documents and generate summaries before creating a podcast.")
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