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CREWAI
Build collaborative AI agent teams that get real work done
55.0k starsMIT
ABOUT
Single LLM agents hit a ceiling on complex tasks — they lose context, struggle with parallel work, and can't specialize. CrewAI models agents as specialists in a crew: a researcher, a writer, a fact-checker — each with their own role, goal, tools, and memory. Agents collaborate sequentially or in parallel, with one agent handing off to the next. The result is more reliable output on multi-step, multi-domain tasks than any single agent can produce.
INTEGRATION GUIDE
1. Build a content pipeline where one agent researches, another writes, and a third edits — fully automated
2. Create a competitive intelligence crew that monitors competitors, extracts insights, and writes weekly reports
3. Automate a code review workflow with agents specializing in security, performance, and documentation
4. Build a customer support team that triages, researches, and responds to tickets autonomously
5. Orchestrate a data analysis pipeline where agents collect, clean, analyze, and visualize data in sequence
TAGS
pythonagentsmulti-agentrole-playingorchestrationautonomous