Botpress

Botpress is an all-in-one platform for building and deploying production-ready AI agents powered by the latest LLMs. At its core is LLMz, a custom inference engine that internally coordinates the agent's behavior. This engine interprets instructions, manages memory, selects tools, and executes code in a safe sandbox, allowing for complex, multi-step logic without rigid prompts or external orchestration.

The platform uses a fully isolated runtime architecture, meaning every agent runs in its own self-contained environment. This makes them versioned, durable, and compatible with future platform updates. For developers, Botpress provides:

• Custom Code Injection: Inject your own code into an agent's lifecycle events.
• Full Observability: Inspect and monitor every action and execution.
• Comprehensive API: Access all the necessary endpoints to build and manage agents programmatically.