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- Removed redundant `tokens_usage` table; token counting now handled by database triggers. - Updated `log_request_to_supabase` function to reflect changes in token usage tracking. - Added new functions for user analytics:...

https://github.com/Chainlit/cookbook/tree/main/ai-web-search-linkup

https://github.com/Chainlit/cookbook/tree/main/fly-io-deployment

https://docs.chainlit.io/integrations/fastapi

https://github.com/Chainlit/chainlit-datalayer https://docs.chainlit.io/data-layers/overview https://supabase.com/

https://docs.litellm.ai/docs/providers/gemini#context-caching

https://docs.letta.com/guides/agents/overview

doc: https://github.com/Chainlit/cookbook/tree/main/mcp https://docs.litellm.ai/docs/mcp https://docs.chainlit.io/advanced-features/mcp sdk: https://github.com/modelcontextprotocol/python-sdk server https://gitmcp.io/vinhnx/vt.ai

enhancement
help wanted

https://docs.litellm.ai/docs/completion/mock_requests

https://docs.litellm.ai/docs/completion/prompt_caching