[Ayush8923]

Issue

Closes #1278

Summary

• chatbot conversation history is now stored on the server, the caller doesn't need to send the full history every time
• create a session once (POST /chatbot/sessions), you'll get a session_id
• send every message using that session_id (POST /chatbot/sessions/{session_id}/message), the server tracks history itself
• on sending a message the API immediately returns 202; the bot's reply is processed in the background and POSTed to the caller webhook_url.
• system prompt and config get locked while creating the session, the same settings stay throughout the conversation

Checklist

Before submitting a pull request, please ensure that you mark these task.

• Ran fastapi run --reload app/main.py or docker compose up in the repository root and test.
• If you've fixed a bug or added code that is tested and has test cases.

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[Ayush8923]

Merging this PR with base branch.