LangGraphComposioOllama/LangChain LLMComposioToolSetintermediate30 min

LangGraph + Composio multi-tool agent workflow

Stateful, multi-turn agents using 250+ external tools with managed auth, in graph-based workflows for complex tasks like research/reporting.

Prerequisites

  • Composio account/API key
  • OAuth for apps like Google Docs (`composio add googledocs`)
  • Ollama with Qwen model
  • Python deps (langgraph
  • composio-langgraph
  • langchain-ollama)
  • .env with COMPOSIO_API_KEY
  • OLLAMA_HOST.

Further reading