Agno
Build agents with this lightweight, high-performance Python library.
About
Agno is a Python library designed to simplify the creation of intelligent agents. It offers a model-agnostic approach, allowing connection to various model providers. It supports reasoning capabilities, multi-modal inputs and outputs, advanced multi-agent architectures, built-in agentic search, long-term memory, pre-built FastAPI routes, structured outputs, and monitoring capabilities. Agno aims to facilitate the development of agentic systems, from basic agents to complex workflows with collaboration and coordination.
Key Features
- 27,359 GitHub stars
- Lightning Fast: Agent instantiation in ~3μs.
- Agentic Search: Built-in with hybrid search and re-ranking.
- Reasoning Support: First-class reasoning models and tools.
- Multi Agent Architecture: Agent Teams with route, collaborate, and coordinate modes.
- Model Agnostic: Connect to 23+ model providers.
Use Cases
- Create news reporter agents with web search capabilities.
- Build investment research agents to analyze stocks.
- Develop agents capable of answering questions using information from knowledge bases.
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