Welcome to the BeeAI Framework

BeeAI Framework is an open-source framework for building production-grade multi-agent systems. It is hosted by the Linux Foundation under open governance, ensuring transparency, community-driven development, and enterprise-grade stability. BeeAI goes beyond simple prompting by providing a lightweight yet powerful approach to reliable agent development, with built-in constraint enforcement and rule-based governance that preserves reasoning abilities while ensuring predictable behavior. The BeeAI Framework provides the flexibility and performance needed for scalable AI systems, supporting both Python and TypeScript with complete feature parity.

Key Features

Feature	Description
Production Optimization	Built-in caching, memory optimization, and resource management for scalable deployment
Agents with Constraints	Preserve your agent’s reasoning abilities while enforcing deterministic rules instead of suggesting behavior
Dynamic Workflows	Use simple decorators to design multi-agent systems with advanced patterns like parallelism, retries, and replanning
Declarative Orchestration	Define complex agent systems in YAML for more predictable and maintainable orchestration
Pluggable Observability	Integrate with your existing stack in minutes with native OpenTelemetry support for real-time monitoring, auditing, and detailed tracing
MCP and A2A Native	Build MCP-compatible components, equip agents with MCP tools, and interoperate with any MCP or A2A agent system
Provider Agnostic	Supports 10+ LLM providers including Ollama, Groq, OpenAI, Watsonx.ai, and more with seamless switching
Python and TypeScript Support	Complete feature parity between Python and TypeScript implementations lets teams build with the tools they already know and love

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Introduction

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Community

Welcome to the BeeAI Framework

Key Features

Join the Community

Discord

Bluesky

Youtube

​Key Features

​Join the Community

Discord

Bluesky

Youtube

Key Features

Join the Community