Agno
lastmod 2025-06-09created 2025-06-091 edits
A high-performance framework for developing multi-agent systems
Features
- A full-stack framework for developing multi-agent systems with memory, knowledge, and reasoning
- Supports five levels of agentic systems (tools & instructions / knowledge stores / memory and reasoning / agent teams / agent workflows)
- Complex agent teams for financial analysis, web search, and more can be built easily with a few lines of code
- Model-agnostic architecture supports more than 23 model providers, with no vendor lock-in
- High performance, with agent instantiation in about 3μs and average memory usage of 6.5KiB, suited to large-scale agent workflows
- Provides reasoning as a core feature, supporting three reasoning approaches: Reasoning Model, ReasoningTools, and Chain-of-Thought
- Multimodal support: various inputs/outputs such as text, images, audio, and video
- Agent teams (Agent Teams) can be set up for role-based collaboration, context sharing, and complex tasks
- Runtime vector DB search, RAG (retrieval-augmented generation), and session/long-term memory built in
- Structured output (Typed Response) and FastAPI routes allow direct production deployment
- Provides real-time session and performance monitoring