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This repository provides reference implementations and templates for multi-agent orchestration, retrieval-augmented generation systems, and human-in-the-loop patterns. It contains a collection of implementation patterns for coordinating multiple AI agents to automate complex business workflows and tasks. The project demonstrates how to decouple operational logic from setup by using structured text files for agent roles and task specifications. It includes guides for integrating vector search and document processing to build question and answer systems based on external knowledge bases, as wel
This is the official CrewAI examples repository, providing reference implementations and templates that directly showcase multi-agent orchestration, task decomposition, tool integration, and role-based agents — exactly what you need to see the framework in action.