> For the complete documentation index, see [llms.txt](https://docs.buildonhybrid.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.buildonhybrid.com/hybrid-overview/agent-builder-framework.md).

# Agent Builder Framework

Hybrid's **Agent Builder Framework** is a technical toolkit for creating and deploying AI agents designed to interact with decentralized systems. It integrates key components like modular SDKs, real-time data pipelines, decentralized storage, and blockchain-based transaction layers, enabling efficient and verifiable agent functionality in Web3.

<figure><img src="/files/59QhSS2uYqU2l1RRcTCf" alt=""><figcaption></figcaption></figure>

### Core Components

1. **Agent Builder SDK**
   * Provides a structured framework for initializing, developing, and testing AI agents.
   * Includes libraries and APIs for integrating machine learning models (e.g., GPT models, custom AI pipelines).
   * Supports configurable agent logic, allowing developers to define task-specific behavior.
2. **Data Access**
   * Facilitates integration with on-chain APIs (e.g., Subgraph) and off-chain data providers (e.g., market data, social APIs).
   * Enables verifiable data feeds using Hybrid’s Integrity Nodes, ensuring accuracy and trustworthiness.
3. **Decentralized Storage**
   * Provides access to distributed storage systems like Filecoin and IPFS.
   * Ensures secure storage of training data, agent state, and interaction logs while maintaining user privacy.
4. **Blockchain Integration**
   * Native compatibility with Hybrid's Layer 2 blockchain and EVM-compatible networks.
   * Includes support for Account Abstraction wallets (via Hybrid Wallets powered by Privy), enabling seamless on-chain execution.

### Key Features

1. **Pre-Defined Templates**
   * Pre-configured setups for common agent types, such as:
     * On-chain portfolio managers.
     * Governance analysis tools.
     * Social media data aggregators.
   * Allows developers to start projects without building from scratch.
2. **Configurable Modules**
   * Agents can integrate custom datasets, third-party APIs, and decentralized storage without compromising functionality.
   * Modularity ensures compatibility across different environments and use cases.
3. **Verifiable Interactions**
   * All agent actions and data inputs are verified via Integrity Nodes, providing transparency and reliability.

### Development Workflow

1. **Project Initialization**
   * Use the SDK to generate a project template tailored to the desired use case.
   * Set up required dependencies and configure the agent’s logic.
2. **Data Integration**
   * Connect the agent to relevant data pipelines, including live feeds from blockchains and external APIs.
3. **Storage Configuration**
   * Specify decentralized storage for critical data, ensuring secure and scalable access.
4. **Testing and Deployment**
   * Deploy the agent on Hybrid’s Layer 2 network or other compatible chains.
   * Conduct simulations to validate agent behavior before live deployment.
5. **Scaling and Monitoring**
   * Scale the agent’s capabilities using Hybrid’s tools for performance monitoring and debugging.