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Build agents that can process and understand images, PDFs, audio, and other file types.

Quick Start

1

Simple Usage

2

With Configuration

Image Analysis

From URL

From Base64

From File Path

PDF Processing

File Attachments

Multi-Modal Messages

Combine multiple content types in a single message:

Image Generation

Generate images with DALL-E or other models:

With Agent

Supported Models

Best Practices

  1. Use appropriate models - Not all models support vision
  2. Optimize image size - Resize large images to reduce tokens
  3. Be specific - Provide clear instructions for image analysis
  4. Handle errors - Some images may fail to process

Environment Variables

Image Agent

Dedicated image agent

Audio

Audio input and output