# AI Agent SDKs & APIs

<figure><img src="https://1061903768-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FsWU1nAXKeAAveKXESvTN%2Fuploads%2FInMcEaDefKstkysDjt7w%2Fimage.png?alt=media&#x26;token=6296abd7-71f6-4b9d-9039-467a559769b8" alt=""><figcaption></figcaption></figure>

We’ve integrated AI into our system using the AI Agent architecture, designed specifically for the Solana ecosystem. By leveraging Solana’s on-chain tools, APIs, and analytics frameworks, our solution enables smooth interactions, driving automation and smart decision-making for cryptocurrency tasks.

* AI Agent architecture: Our agents operate through a continuous cycle of retrieving relevant memories, planning actions, executing tasks, and reflecting on outcomes to improve performance. This feedback loop ensures they adapt and respond effectively to different contexts.
* Tools: The system supports seamless integration with AI developer tools, making it easy for developers in the Solana ecosystem to enhance functionality. By integrating Solana SDKs and APIs, our agents can process on-chain data and execute tasks directly on the blockchain.
* Data sources: The agents utilize both on-chain and off-chain data to provide deep insights and enable well-informed decisions.
* AI models: Pre-integrated with leading models like OpenAI, Claude, and Gemini, the system dynamically selects the best model for each task to ensure maximum efficiency and effectiveness.
