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What is watsonx Orchestrate ADK
The Agent Development Kit (ADK) helps you create agents and tools for watsonx Orchestrate. You can use these agents and tools across different watsonx Orchestrate offerings, including:
- watsonx Orchestrate AWS
- watsonx Orchestrate IBM Cloud
- watsonx Orchestrate Developer Edition
ADK components
The ADK is built on top of the following components:
| Component | Description | Key Features |
|---|---|---|
| Agent | An AI agent uses tools and other agents to plan and act, performing tasks while reflecting on the results and refining its output to align with its defined objectives. | - Can use other agents as collaborators to solve complex tasks - Handles task decomposition and synthesis - Uses tools autonomously to work on behalf of the user |
| Tool | A function that can be invoked to perform specific actions or retrieve information | - Well-defined inputs and outputs - Permission-based access control - Support for multiple binding types (Python, OpenAPI, Skill, etc) - Schema validation - Reusable across agents |
The ADK has a CLI. The CLI can streamline the process of building, testing, and importing agents and tools
The ADK also provides a framework for developers to easily define new tools and agents programmatically.
How it all works together
- Tools are defined using one of the available binding types (Python, OpenAPI, MCP, etc.) and then imported into the Orchestrate platform using the Orchestrate CLI.
- Agents are defined using the ADK and then imported into the Orchestrate platform using the Orchestrate CLI. Agents use the tools defined in step 1.
- Once an agent is imported, it can be used to start conversations with users either through the Orchestrate Agent Chat UI or through the Orchestrate API.