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Added new section in ai-chat-api-design.md explaining: - LangGraph Agent architecture and main components - tool_node function and tool output serialization mechanism - Why serialization happens in tool_node (not agent_service) - Tool output data flow diagram showing SSE and history paths - Explanation of JSON format consistency across streaming and storage This documentation clarifies the fix for single-quotes issue in conversation history and helps future maintenance. Co-Authored-By: YueGuobin <yueguobin@outlook.com>