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Reflexion Agent

Overview

Reflexion Agent is a powerful tool-calling agent implemented using the Temporal Go SDK and instructor-ai/instructor-go. It demonstrates an advanced AI-powered workflow that combines initial response generation, self-reflection, and information retrieval to provide comprehensive and accurate answers to user queries.

Features

  • Implements the Reflexion architecture for improved AI responses
  • Utilizes Temporal workflows for robust and scalable execution
  • Integrates instructor-ai for AI-powered decision making
  • Includes a mock search service for demonstration purposes
  • Implements OpenTelemetry tracing for observability

Implementation Details

The Reflexion Agent is implemented as a Temporal workflow with three main activities:

  1. Initial Responder: Generates an initial answer, reflection, and search query.
  2. Search: Performs a search based on the generated query.
  3. Revisor: Revises the initial answer based on search results.

The workflow orchestrates these activities to produce a final, refined answer to the user's question.

Configuration

  • Update the instructor.NewClient("your-api-key") in main.go with your actual API key.
  • Modify the MockSearchService in mock_search.go to integrate with a real search service if needed.

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

This project is licensed under the MIT License - see the LICENSE file for details.