What is Agno?
Building sophisticated, reliable agentic systems often involves significant research and boilerplate code. Engineers and researchers need a robust framework that simplifies development, ensures performance, and supports advanced capabilities like memory, knowledge integration, and multi-agent collaboration.
Agno is a comprehensive, full-stack framework specifically designed for building Multi-Agent Systems with built-in support for memory, knowledge, and complex reasoning. It provides the tools you need to move from concept to production quickly, enabling you to focus on your agent's unique logic and value.
Core Capabilities
Agno empowers you to build advanced agentic systems through a set of powerful, integrated capabilities:
🌐 Model Agnostic Flexibility: Integrate seamlessly with over 23 large language model providers, including closed and open-source options. Agno provides a unified interface, giving you the freedom to choose the best model for your task without vendor lock-in.
⚡ Exceptional Performance: Designed for speed and efficiency, Agno Agents instantiate in approximately 3 microseconds and utilize around 6.5 KiB of memory on average. This allows you to deploy and scale thousands of agents without compromising performance.
🧠 First-Class Reasoning: Build agents that "think" and analyze. Agno makes reasoning a core component, supporting multiple approaches including Reasoning Models, dedicated ReasoningTools, and a custom chain-of-thought implementation to significantly improve agent reliability and capability for complex tasks.
💬 Built-in Memory & Knowledge: Equip your agents with long-term memory and access to external information. Agno includes integrated Storage and Memory drivers for personalized, stateful interactions and supports Agentic Search across more than 20 vector databases for highly performant, asynchronous RAG (Retrieval Augmented Generation).
🤝 Advanced Multi-Agent Architectures: Move beyond single agents to build collaborative teams. Agno offers an advanced architecture for Agent Teams, enabling agents to reason together, share context, and work collectively towards complex goals.
🚀 Rapid Deployment: Take your agents from development to production in minutes using pre-built FastAPI routes. Agno streamlines the deployment process, allowing you to quickly serve your agents via a robust API.
Practical Applications
Agno is designed to support the development of increasingly sophisticated agentic systems, from simple tool-users to complex, collaborative workflows. Here are a few ways you can leverage Agno:
Build Domain-Specific Analyst Agents: Create specialized agents like a Financial Analyst using tools to access real-time data (e.g., via YFinance integration), a Legal Analyst processing documents, or a Compliance Analyst checking regulations. Agno's tool integration and reasoning capabilities enable these agents to perform targeted, data-driven tasks.
Enable Personalized User Experiences: Develop agents with persistent memory using Agno's built-in storage drivers. This allows agents to remember past interactions, user preferences, and session history, facilitating more natural, long-term, and personalized conversations or workflows.
Automate Complex Workflows: Design multi-agent teams that collaborate to achieve complex objectives. For instance, a team could involve agents specializing in data retrieval, analysis, and report generation working together, leveraging shared context and coordinated reasoning to complete a task deterministically.
Why Choose Agno?
Agno is a battle-tested framework built for the future of agentic systems. By using Agno, you save valuable time on foundational research and boilerplate, gaining a head start with a high-performance, model-agnostic, and technology-agnostic solution. It provides a complete ecosystem to build, ship, and monitor your agents effectively.
Conclusion
Agno provides engineers and researchers with the essential tools and architecture needed to build high-performance, reliable, and sophisticated Multi-Agent Systems. With its focus on performance, flexibility, and core agentic capabilities like memory, knowledge, and reasoning, Agno helps you accelerate your agent development journey from initial concept to production deployment.
Explore how Agno can help you build your next generation of agentic applications.
More information on Agno
Launched
2003-04
Pricing Model
Free
Starting Price
Global Rank
252397
Follow
Month Visit
104K
Tech used
Webflow,Amazon AWS CloudFront,Cloudflare CDN,jQuery,Gzip,HTTP/3,OpenGraph,HSTS
Top 5 Countries
19.29%
18.14%
17.77%
12.03%
4.54%
India
United States
Brazil
China
Kazakhstan
Traffic Sources
11.37%
0.7%
0.09%
11.67%
17.6%
58.55%
social
paidReferrals
mail
referrals
search
direct
Source: Similarweb (Sep 25, 2025)
Agno was manually vetted by our editorial team and was first featured on 2025-02-02.
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