Monday, December 01, 2025

CrewAI: AI agents, crews, and flow

a popular tool for building AI Agent based systems

Note: this is quite big package, about 1GB, many files, including
  • LangChain ecosystem
  • LiteLLM (for model integrations)
  • Various AI tool libraries
  • HTTP clients, parsers, validators
  • All their dependencies

Installation - CrewAI

"Ship multi‑agent systems with confidence
Design agents, orchestrate crews, and automate flows with guardrails, memory, knowledge, and observability baked in."


code example from related Udemy course





While written in Python, crewai can be used from other languages/platfroms
CrewAI AMP (Agent Management Platform) provides a platform for deploying, monitoring, and scaling CrewAI crews and agents in a production environment. The CrewAI AMP API allows programmatic interaction with your deployed crews.


there is even a "port" to JS


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