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CrewAI Agent with A2A Protocol

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简介

This sample demonstrates a simple image generation agent built with CrewAI and exposed through the A2A protocol.

#CrewAI
#Python 3.12
#UV
#Google API Key

Features

  • Text-to-image generation using Google Gemini
    Generate images from natural language descriptions powered by Gemini API.

  • Support for modifying existing images using references
    Enhance or edit images by providing reference inputs.

  • Robust error handling with automatic retries
    Automatically retries failed requests with built-in error management.

  • Optional file-based cache persistence
    Choose between in-memory or file-based caching for storing generated results.

  • Improved artifact ID extraction from queries
    Better parsing and handling of identifiers embedded in text queries.

Limitations

  • No true streaming
    CrewAI does not currently support real-time streaming responses.

  • Limited agent interactions
    No support for multi-turn conversations between agents.