Agent frameworks

API reference for the flyteplugins-agents-* adapters, one package per agent framework on a shared core.

Every adapter exports the same two things, so the reference below is mostly a matter of which framework’s types show up in the signatures:

• tool stacks on @env.task to expose a task as a tool the framework recognizes.
• run_agent drives the framework’s own agent loop from inside a Flyte task.

For usage, patterns, and per-framework examples, see the Agent frameworks guide.

Package	API reference	Guide
flyteplugins-agents-core	Core	How it works
flyteplugins-agents-openai	OpenAI Agents SDK	OpenAI
flyteplugins-agents-claude	Claude Agent SDK	Claude
flyteplugins-agents-google	Google ADK	Google ADK
flyteplugins-agents-mistral	Mistral	Mistral
flyteplugins-agents-langchain	LangChain	LangChain
flyteplugins-agents-langgraph	LangGraph	LangGraph
flyteplugins-agents-deepagents	Deep Agents	Deep Agents
flyteplugins-agents-crewai	CrewAI	CrewAI
flyteplugins-agents-pydantic-ai	Pydantic AI	Pydantic AI
flyteplugins-agents-hermes	Hermes	Hermes