Extend current system to become agentic system. Some interesting implementations: 1. Protocols: MCP, enough to use agents, no need A2A 2. LangChain, LangGraph, LangGraph Studio, LangSmith, https://www.langchain.com/langgraph-platform 3. LlamaIndex 4. ADK 5. https://github.com/googleapis/python-genai 6. CrewAI 7. OpenHands 8. OpenAI agents https://github.com/openai/openai-agents-python/tree/main 9. AutoGPT 10. AutoGen 11. llama.cpp 12. See https://github.com/e2b-dev/awesome-ai-agents
Extend current system to become agentic system.
Some interesting implementations: