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feat: Add web interface for NL2SQL dashboard#1

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ToheedAsghar wants to merge 1 commit intomainfrom
feat-nl2sql-dashboard-ui-11740543770593933748
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feat: Add web interface for NL2SQL dashboard#1
ToheedAsghar wants to merge 1 commit intomainfrom
feat-nl2sql-dashboard-ui-11740543770593933748

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@ToheedAsghar
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This PR adds a web-based dashboard for the NL2SQL AI tool.

Changes:

  • Created app.py with a FastAPI server.
  • Implemented /api/generate and /api/execute endpoints to interact with the existing LangGraph pipeline and database connector.
  • Built the frontend UI in web/templates/index.html using the provided design reference.
  • Added vanilla JavaScript logic in web/static/main.js to handle form submissions, API calls, and dynamic rendering of SQL results and analysis.
  • Updated requirements.txt with necessary dependencies.

PR created automatically by Jules for task 11740543770593933748 started by @ToheedAsghar

Implemented a FastAPI web server (`app.py`) to serve the dashboard UI
based on the provided design syntax. The frontend is built using HTML
and Tailwind CSS (`templates/index.html`) with vanilla JavaScript
(`static/main.js`) handling user interactions.

The backend exposes two new API endpoints:
- `POST /api/generate`: Runs the LangGraph pipeline to generate SQL.
- `POST /api/execute`: Executes the generated SQL query and returns results.

Dependencies `fastapi`, `uvicorn`, and `jinja2` were added to `requirements.txt`.

Co-authored-by: ToheedAsghar <121859513+ToheedAsghar@users.noreply.github.com>
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