User Interface (Streamlit + FastAPI)

[khavnekar-y]

Update your Streamlit application to:
● Allow users to pose research questions.
● Enable filtering by Year/Quarter (Pinecone metadata).
● Provide options to trigger individual or combined agent responses.
● Display clearly structured research reports:
○ Summaries
○ Data-driven visuals
○ Real-time insights from web queries
Use FastAPI to interface between your UI and the multi-agent LangGraph
backend.