Sep 12, 2026 · Artificial Intelligence

CrewAI: 57k-Star Multi-Agent Framework for Complex Task Automation

CrewAI is a 57k-star open-source multi-agent framework that orchestrates role-based AI agents (researcher, writer, reviewer) via sequential or hierarchical processes, adds tooling, memory, human-in-the-loop, observability, and introduces Flows for deterministic control alongside autonomous Crews.

AI AgentsCrewAIFlows

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CrewAI: 57k-Star Multi-Agent Framework for Complex Task Automation

AI Large Model Application Practice

Dec 2, 2024 · Artificial Intelligence

Master CrewAI: Build Multi‑Agent Systems Quickly with Flows and a Full Demo

This article introduces CrewAI, a high‑level Python framework for constructing multi‑agent systems, explains its core concepts such as Crew, Agent, Tool, Task and Process, walks through a complete demo with code, evaluates its strengths and limitations, and showcases the new Flows feature for more flexible workflow orchestration.

AI FrameworkCrewAIFlows

0 likes · 15 min read

Master CrewAI: Build Multi‑Agent Systems Quickly with Flows and a Full Demo