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Add session based chat context for each athenticated user #5

Description

@levilevente

Goal: Give the AI agent memory that is isolated and tied to specific user accounts.
Tasks:

Update the LangGraph state to accept a user_id parameter.

Implement a chat history repository in the agent-backend (or a fast store like Redis).

Upon a valid WebSocket connection (using the uid from Issue #13), load the user's past conversational context before sending the prompt to Groq.

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