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[FEATURE] Implement OpenAI o1 Model Integration #4

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4 tasks
mprestonsparks opened this issue Dec 12, 2024 · 2 comments · May be fixed by #8
Closed
4 tasks

[FEATURE] Implement OpenAI o1 Model Integration #4

mprestonsparks opened this issue Dec 12, 2024 · 2 comments · May be fixed by #8
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enhancement New feature or request

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@mprestonsparks
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Set up the integration with OpenAI's o1 model for advanced reasoning and architectural decisions.

Tasks

  • Implement o1 client interface
  • Create context summarization logic
  • Add response caching and storage
  • Implement integration tests

Technical Considerations

  • Ensure secure API key handling
  • Implement efficient context summarization
  • Add proper error handling and rate limiting
@mprestonsparks mprestonsparks added the enhancement New feature or request label Dec 12, 2024
@mprestonsparks
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Implementation Details

Tasks Completed

✅ Implement O1ModelProvider

Implemented in src/adapters/llm/o1_model.py:

  • Created O1ModelProvider implementing ModelProvider interface
  • Added configuration management with O1Config
  • Implemented streaming support
  • Added proper error handling

✅ Add Advanced Features

Implemented core functionality:

  • Code analysis with different focus areas
  • Refactoring suggestions
  • Architecture explanation
  • Context-aware prompting

✅ Add Integration Tests

Implemented comprehensive tests in tests/unit/test_o1_model.py:

  • Tests for initialization and connection
  • Tests for generation and streaming
  • Tests for advanced features
  • Error handling tests

Technical Implementation

  • Used OpenAI's async client for better performance
  • Implemented proper resource cleanup
  • Added comprehensive error handling
  • Used type hints throughout
  • Followed hexagonal architecture principles

Features

  1. Code Analysis:

    • Security analysis
    • Performance analysis
    • Best practices review
    • Custom analysis types

  2. Advanced Capabilities:

    • Refactoring suggestions
    • Architecture explanation
    • Context-aware responses
    • Streaming support

  3. Configuration:

    • API key management
    • Model parameters
    • Timeout settings
    • Context token limits

Testing Strategy

  • Unit tests with mocked OpenAI responses
  • Tests for all error conditions
  • Tests for streaming functionality
  • Tests for advanced features

All code has been committed in PR #TBD under the branch feature/o1-model-integration

mprestonsparks added a commit that referenced this issue Dec 12, 2024
@mprestonsparks
Implement OpenAI o1 Model Integration
71da3bf 
Implemented:
- O1ModelProvider for OpenAI's o1 model integration
- Configuration management with O1Config
- Comprehensive test suite
- Streaming support
- Advanced code analysis features

Closes #4
@mprestonsparks mprestonsparks mentioned this issue Dec 12, 2024
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@mprestonsparks
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This issue has been completed with the implementation of the OpenAI o1 model adapter and integration in PR #8.

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Feature: Implement OpenAI o1 Model Integration mprestonsparks/archway
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