Gen AI Builder Hub

Gen AI Builder is the developer-facing environment of AI Factory, designed to help you build advanced agentic AI applications on trusted data and governed infrastructure.

Builder gives you fine-grained control over Knowledge Bases, Retrievers, Rulesets, Structures, and Tools — letting you compose AI-powered applications that integrate deeply with your business context.

Gen AI Builder is the foundation for building Sovereign AI agents and data-powered AI workflows in AI Factory.

Core Capabilities

• Manage Knowledge Bases and power RAG-based experiences
• Create and manage Retrievers for optimized semantic and structured search
• Define Rulesets to control assistant tone, behavior, and compliance
• Build and deploy Tools to extend agent capabilities with API calls, calculations, and more
• Package and run Structures — complex Griptape-powered workflows and data pipelines
• Monitor and analyze Threads — conversation history and system behavior

Learning Paths

Start here to learn Builder step-by-step:

• AI Factory 101 Learning Path
• AI Factory 201 Learning Path
• AI Factory 301 Learning Path

Concepts and Explained

• AI Factory Concepts
• Assistants Explained
• Knowledge Bases Explained
• Retrievers Explained
• Rulesets Explained
• Tools Explained
• Structures Explained
• Threads Explained

How-To Guides

• Create a Knowledge Base
• Create a Retriever
• Create a Ruleset
• Create a Tool
• Create a Structure
• View Threads

Reference

• Gen AI Builder SDK reference

Related Hub Pages

• Agent Studio Hub
• Model Serving Hub
• Vector Engine Hub
• AI Factory Hub

When to use Gen AI Builder

Use Gen AI Builder when:

• You need fine-grained control of what your assistants retrieve and how they behave.
• You want to integrate structured and unstructured data into your agents.
• You need to build trusted, compliant, production-grade agents — not simple chatbot demos.
• You want to extend agents with Tools that connect to your real-world systems.
• You are building multi-step AI pipelines and workflows using Structures.

AI Factory Gen AI Builder gives you the tools to build advanced, extensible, enterprise-ready AI applications — entirely under your governance and with full visibility.