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Agent framework v2 changes - Refactor agent factories and services: remove unused agent factory classes, streamline ChatService and HistoryService, and enhance SQLTool for better database interaction. Update API routes and configuration management for improved clarity and performance. Upgrade dependencies in requirements.txt for compatibility with new Azure SDK versions.
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src/api/agents/agent_factory_base.py

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src/api/agents/chart_agent_factory.py

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src/api/agents/conversation_agent_factory.py

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src/api/agents/search_agent_factory.py

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