Agent Studio in Gen AI Builder

What is Agent Studio

Agent Studio in Gen AI Builder is where you create and manage the key components that bring your AI Factory applications to life.

Agent Studio enables you to:

  • Build Assistants that interact with users.
  • Package Structures that perform complex AI workflows.
  • Define Rulesets to control Assistant behavior.
  • Provide Tools to extend Assistant and Structure capabilities.
  • Manage Threads to analyze conversation history and maintain state.

In short: Agent Studio is where you assemble, govern, and analyze the intelligent behaviors of your AI-driven applications.

Why use Agent Studio

  • To create rich, interactive AI applications.
  • To apply business logic and organizational rules to AI interactions.
  • To integrate AI with external data and systems.
  • To ensure controlled, compliant, and high-quality AI behavior.
  • To gain visibility into conversations and continuously improve AI performance.

Agent Studio is the workbench for designing production-ready AI experiences.

Core components

Assistants

AI agents that converse with users, powered by LLMs, Knowledge Bases, Tools, Rulesets, and Memory.

Use Assistants to:

  • Build chatbots and copilots.
  • Implement internal and external virtual agents.
  • Connect users with AI-driven business logic.
  • Learn more:

Structures

Griptape-powered agents, pipelines, and workflows that encapsulate business logic for AI-driven tasks.

Use Structures to:

  • Perform data transformations.
  • Implement multi-step reasoning.
  • Provide Tools and Data Source pipelines.
  • Learn more:

Rulesets

Collections of behavioral rules that guide how Assistants interact with users.

Use Rulesets to:

  • Enforce compliance.
  • Maintain brand tone.
  • Implement conversational policies.
  • Learn more:

Tools

Griptape Tools that Assistants and Structures can call to perform external actions.

Use Tools to:

  • Query APIs.
  • Perform calculations.
  • Fetch live data.
  • Automate workflows.
  • Learn more:

Threads

Conversation history and context state for each interaction with an Assistant.

Use Threads to:

  • Audit Assistant behavior.
  • Debug conversations.
  • Analyze user interaction patterns.
  • Manage conversation memory.
  • Learn more:

Understanding and Managing Assistants in Gen AI Builder

Understand what Assistants are in Gen AI Builder, why they matter, and how they power AI-driven interactions and applications.

Working with Rulesets in Gen AI Builder

Understand what Rulesets are in Gen AI Builder, why they matter, and how they guide the behavior of Assistants and Structures.

Structures

Build advanced AI workflows with Structures in AI Factory — integrate Tools, retrieval, business logic, and external systems.

Working with Threads in Gen AI Builder

Understand what Threads are in Gen AI Builder, why they matter, and how they provide conversation history, state persistence, and quality insights.

Working with Tools in Gen AI Builder

Understand what Tools are in Gen AI Builder, why they matter, and how they extend the capabilities of AI Assistants and Structures.


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