Orchestrate multi‑agent systems and flows with guardrails, memory, knowledge, tools, and observability. Production‑ready by default.
Quickstart
Create your first crew in minutes. Learn the core runtime, project layout, and dev loop.
Installation
Install via UV and set up environment keys for OpenAI and tools.
CLI
Create, run, train, test, deploy, and manage configs — all from the CLI.
Agents
Compose robust agents with memory, knowledge, and tools. Structure outputs with Pydantic.
Flows
Design complex workflows with start/listen/router, state, persistence, and resumability.
Memory & Knowledge
Short‑term, long‑term, and entity memory. Built‑in knowledge with vector storage.
RAG & Vector Stores
Provider‑neutral client. ChromaDB by default, Qdrant supported. Configure per use case.
Observability
Traces with batching, metrics, and integrations (Langfuse, Phoenix, and more).
Enterprise
Deploy, automate with triggers, manage orgs, and run at scale.
Popular paths
- Getting started: /en/quickstart
- Install + requirements: /en/installation
- Define crews via YAML: /en/guides/crews/first-crew
- Build flows: /en/guides/flows/first-flow
- API Reference: /en/api-reference/introduction
Looking for examples? Check out the examples repo and cookbooks under /en/examples/cookbooks.