control and agency without compromise

beeai-framework

Build reliable, intelligent agents with our lightweight framework that goes beyond prompting and enforces rules.

Dynamic workflowsUse simple decorators to design multi-agent systems with advanced patterns like parallelism, retries, and replanning.
Agents with constraintsPreserve your agent's reasoning abilities while enforcing deterministic rules instead of suggesting behavior.
Declarative orchestrationDefine complex agent systems in YAML for more predictable and maintainable orchestration.
Pluggable observabilityIntegrate with your existing stack in minutes with native OpenTelemetry support for auditing and monitoring.
Python and Typescript supportFeature parity between Python and TypeScript lets teams build with the tools they already know and love.
MCP and A2A nativeBuild MCP-compatible components, equip agents with MCP tools, and interoperate with any MCP or A2A agent.

Test, debug, and share your agents in an interactive UI with out-of-the-box trajectory, citations, and more.

Instant agent UIGenerate a shareable front-end from your code in minutes. Focus on your agent's logic, not UI frameworks.
Effortless deploymentGo from container to production-ready. We handle database, storage, scaling, and RAG so you can focus on your agent.
Multi-provider playgroundTest across OpenAI, Anthropic, Gemini, IBM watsonx, Ollama and more. Instantly compare performance and cost to find the optimal model.
Framework-agnosticRun agents from LangChain, CrewAI, BeeAI and more on a single platform. Enable cross-framework collaboration without rewriting your code.