Agents (Beta)

Overview

The Agents Beta API enables you to build powerful single and multi-agent systems with persistent memory, knowledge integration, and real-time streaming. Built on the A2A Protocol, it provides a complete platform for creating intelligent AI agents.

Key Features

Multi-Agent Systems: Hierarchical agent teams with specialized roles
Memory Stores: Persistent context across conversations
Knowledge Bases: Ground responses in your data
Advanced Tools: HTTP APIs, Python code execution, and built-in utilities
Real-time Streaming: Monitor execution with Server-Sent Events
Multi-Modal: Process images and PDFs (model support required)

Get Started

Agents API Guide

Complete guide to running agents via the API with examples and best practices.

Advanced Usage

Tool Support

HTTP APIs, Python code execution, and built-in utilities for processing requests.

File Support

Process images and PDFs with automatic model compatibility validation.

Memory Management

Persistent context across conversations with entity-based isolation.

Knowledge Bases

Ground responses in your data with dynamic discovery and querying.