AI Agents

References

All content in this knowledge base has been verified against official documentation, GitHub repositories, and authoritative technical sources as of January 17, 2026.

Official Documentation

  1. LangChain GitHub Repository
  2. LangChain Documentation
  3. LangGraph GitHub Repository
  4. LangGraph Workflows and Agents
  5. GeeksforGeeks - Agents in AI
  6. IBM - What is a ReAct Agent?
  7. Microsoft Azure - AI Agent Design Patterns
  8. Google Cloud - Agentic AI Design Patterns
  9. LangChain - Filesystems for Context Engineering
  10. MCP Transports Specification
  11. MCP Authorization
  12. MCP Security Best Practices
  13. OpenAI Function Calling
  14. OpenAI Deep Research
  15. OpenAI Code Interpreter
  16. OpenAI Computer-Using Agent
  17. OpenAI Shell Tool
  18. IBM - What is Agentic RAG?
  19. IBM - AI Agent Memory
  20. Redis - AI Agent Memory
  21. MemGPT Documentation
  22. LangGraph Memory and Persistence
  23. Datagrid - Context Window Optimization
  24. Zero-Shot Prompting
  25. Few-Shot Prompting
  26. Chain-of-Thought Prompting
  27. Factory.ai - Compressing Context
  28. CrewAI Documentation
  29. AutoGen Documentation
  30. OpenAI Agents SDK
  31. CrewAI MCP Integration
  32. OpenAI Agents SDK - MCP
  33. Hatchworks - AI Agent Design Best Practices
  34. Multi-Agent Systems Best Practices

GitHub Repositories

RepositoryURL
LangChainhttps://github.com/langchain-ai/langchain
LangGraphhttps://github.com/langchain-ai/langgraph
Deep Agentshttps://github.com/langchain-ai/deepagents
CrewAIhttps://github.com/crewAIInc/crewAI
AutoGenhttps://github.com/microsoft/autogen
OpenAI Agents SDKhttps://github.com/openai/openai-agents-python
MCP Protocolhttps://github.com/modelcontextprotocol
MCP Python SDKhttps://github.com/modelcontextprotocol/python-sdk
MCP TypeScript SDKhttps://github.com/modelcontextprotocol/typescript-sdk

Additional Resources

LangChain Resources

MCP Resources

Learning Resources

This document was compiled from official documentation, GitHub repositories, and authoritative technical sources. All claims have been verified against primary sources as of January 17, 2026.