# AI Agent SDKs & APIs

<figure><img src="/files/n3uY3MRMXwowIRRruX8p" alt=""><figcaption><p>AI SDKs &#x26; APIs</p></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.

* &#x20;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.


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.solyai.com/soly-ai-agent/the-soly-ai-ecosystem/ai-agent-sdks-and-apis.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
