> ## Documentation Index
> Fetch the complete documentation index at: https://docs.ragner.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Composable AI

> Build complex AI systems from simple, interchangeable parts - like Legos for AI infrastructure

<Note>
  Composable AI lets you build complex AI systems by combining modular
  components, similar to how Legos or Docker containers work.
</Note>

## What is Composability in AI?

Composability in AI refers to the ability to design and assemble modular AI components that can interact, function independently, and be reconfigured to meet specific use cases.

<CardGroup cols={2}>
  <Card title="Flexibility" icon="arrows-rotate">
    Easily adapt or extend functionality to meet changing requirements
  </Card>

  <Card title="Scalability" icon="arrow-up-right-dots">
    Build systems that can grow without losing efficiency
  </Card>

  <Card title="Interoperability" icon="plug">
    Integrate seamlessly with diverse tools, APIs, and platforms
  </Card>

  <Card title="Efficiency" icon="gauge-high">
    Reuse and repurpose components to reduce development overhead
  </Card>
</CardGroup>

## How RAGNER Enables Composable AI

RAGNER turns every API into a standardized, easily callable **building block**—complete with consistent documentation and usage patterns.

<Tabs>
  <Tab title="Traditional Workflow">
    * Manual API integration for each platform - Complex pipeline setups with
      fragile links - Siloed analytics for each platform - Rebuilding workflows
      for new platforms - Platform takes fees
  </Tab>

  <Tab title="RAGNER Workflow">
    * Reusable API building blocks - Plug-and-play Pipes for ingestion to output
    * Unified analysis through AI Agents - Swap or add Connectors for new
      platforms - Usage Revenue distributed to creators
  </Tab>
</Tabs>

### Interactive Example: DeFi Yield Optimization

<Frame>
  <img src="https://mintlify.s3.us-west-1.amazonaws.com/chatxbtprotocol/path-to-your-mermaid-diagram.png" alt="DeFi Agent Architecture" />
</Frame>

<CodeGroup>
  <CodeBlock title="User Input">
    ```bash theme={null}
    Invest $5,000 with a medium risk tolerance. What are the best options right now?
    ```
  </CodeBlock>

  <CodeBlock title="Agent Response">
    ```json theme={null}
    {
      "strategies": [
        {
          "name": "Aerodrome Liquidity Pool (USDC/ETH)",
          "apy": "18.7%",
          "risk": "Medium",
          "details": {
            "volatility": "low",
            "tvl": "$350M"
          }
        },
        // ... other strategies
      ]
    }
    ```
  </CodeBlock>
</CodeGroup>

<Card title="Why Developers Love RAGNER" icon="heart">
  * **Zero Friction:** Save weeks with pre-built Connectors - **Rapid
    Prototyping:** Reuse existing Agents for quick feature additions -
    **Cross-Platform:** Extend to other platforms without breaking architecture
</Card>

<Warning>
  Always conduct your own research and risk assessment before implementing any
  DeFi strategy.
</Warning>