CrewAI

# CrewAI ## Docs - [CrewAI Documentation](https://docs.crewai.com/index.md): Build collaborative AI agents, crews, and flows — production ready from day one. - [Introduction](https://docs.crewai.com/v1.15.15/en/introduction.md): Build AI agent teams that work together to tackle complex tasks - [Build with AI](https://docs.crewai.com/v1.15.15/en/guides/coding-tools/build-with-ai.md): Everything AI coding agents need to build, deploy, and scale with CrewAI — skills, machine-readable docs, deployment, and enterprise features. - [Skills](https://docs.crewai.com/v1.15.15/en/skills.md): Install crewaiinc/skills from the official registry at skills.sh—Flows, Crews, and docs-aware agents for Claude Code, Cursor, Codex, and more. - [Installation](https://docs.crewai.com/v1.15.15/en/installation.md): Get started with CrewAI - Install, configure, and build your first AI crew - [Quickstart](https://docs.crewai.com/v1.15.15/en/quickstart.md): Build your first CrewAI Flow in minutes — orchestration, state, and an agent crew that produces a real report. - [Evaluating Use Cases for CrewAI](https://docs.crewai.com/v1.15.15/en/guides/concepts/evaluating-use-cases.md): Learn how to assess your AI application needs and choose the right approach between Crews and Flows based on complexity and precision requirements. - [Crafting Effective Agents](https://docs.crewai.com/v1.15.15/en/guides/agents/crafting-effective-agents.md): Learn best practices for designing powerful, specialized AI agents that collaborate effectively to solve complex problems. - [Build Your First Crew](https://docs.crewai.com/v1.15.15/en/guides/crews/first-crew.md): Step-by-step tutorial to create a collaborative AI team with JSON-first crew configuration. - [Build Your First Flow](https://docs.crewai.com/v1.15.15/en/guides/flows/first-flow.md): Learn how to create structured, event-driven workflows with precise control over execution. - [Mastering Flow State Management](https://docs.crewai.com/v1.15.15/en/guides/flows/mastering-flow-state.md): A comprehensive guide to managing, persisting, and leveraging state in CrewAI Flows for building robust AI applications. - [Conversational Flows](https://docs.crewai.com/v1.15.15/en/guides/flows/conversational-flows.md): Build multi-turn chat apps with handle_turn per turn, message history, intent routing, tracing, and WebSocket bridges. - [Migrating from inputs.id to restore_from_state_id](https://docs.crewai.com/v1.15.15/en/guides/flows/inputs-id-deprecation.md): Move @persist flows off the deprecated inputs.id hydration onto the supported restore_from_state_id field - [Publish Custom Tools](https://docs.crewai.com/v1.15.15/en/guides/tools/publish-custom-tools.md): How to build, package, and publish your own CrewAI-compatible tools to PyPI so any CrewAI user can install and use them. - [Coding Tools](https://docs.crewai.com/v1.15.15/en/guides/coding-tools/agents-md.md): Use AGENTS.md to guide coding agents and IDEs across your CrewAI projects. - [Customizing Prompts](https://docs.crewai.com/v1.15.15/en/guides/advanced/customizing-prompts.md): Dive deeper into low-level prompt customization for CrewAI, enabling super custom and complex use cases for different models and languages. - [Fingerprinting](https://docs.crewai.com/v1.15.15/en/guides/advanced/fingerprinting.md): Learn how to use CrewAI's fingerprinting system to uniquely identify and track components throughout their lifecycle. - [Moving from LangGraph to CrewAI: A Practical Guide for Engineers](https://docs.crewai.com/v1.15.15/en/guides/migration/migrating-from-langgraph.md): If you already have built with LangGraph, learn how to quickly port your projects to CrewAI - [Upgrading CrewAI](https://docs.crewai.com/v1.15.15/en/guides/migration/upgrading-crewai.md): How to upgrade CrewAI in your project and adapt to breaking changes between versions. - [Agents](https://docs.crewai.com/v1.15.15/en/concepts/agents.md): Detailed guide on creating and managing agents within the CrewAI f […gekürzt]