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  • Honegumi RAG Assistant: Agentic Code Generation for Bayesian Optimization
    • Overview
      • Key Capabilities
    • Key Features
      • Multi-Agent Architecture
      • Advanced Features
    • 🛠️ Prerequisites
    • 📘 Google Colab Tutorial
    • Installation
      • Quick Install via pip
      • From Source: Clone & Run
    • Usage
      • Command Line Arguments
      • Model Selection Guide
    • Project Organization
    • Advanced Topics
      • LangSmith Tracing
    • Citation
    • Contributing
    • License
    • Acknowledgments
    • Feedback & Feature Requests
    • Support
    • Note
  • Contributing
    • Issue Reports
    • Documentation Improvements
    • Code Contributions
      • Submit an issue
      • Create an environment
      • Clone the repository
      • Implement your changes
      • Submit your contribution
      • Troubleshooting
    • Maintainer tasks
      • Releases
  • Changelog
    • [Unreleased]
      • Changed
      • Added
      • Changed
      • Fixed
    • [0.1.7] - 2025-10-20
      • Added
      • Changed
    • [0.1.6] - 2025-10-20
      • Fixed
      • Changed
      • Added
    • [0.1.5] - 2025-10-20
      • Changed
      • Documentation
    • [0.1.4] - 2025-10-20
      • Added
      • Changed
      • Documentation
    • [0.1.3] - 2025-10-20
      • Added
      • Changed
    • [0.1.1] - 2025-10-20
      • Added
      • Changed
      • Fixed
    • [0.1.0] - 2025-10-20
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      • Technical
  • honegumi_rag_assistant
    • honegumi_rag_assistant package
      • Subpackages
        • honegumi_rag_assistant.nodes package
      • Submodules
      • honegumi_rag_assistant.app_config module
        • Settings
      • honegumi_rag_assistant.build_vector_store module
        • build_faiss_index()
        • chunk_documents()
        • clone_ax_repo()
        • extract_docs_from_repo()
        • main()
      • honegumi_rag_assistant.extractors module
        • ConstraintSpec
        • ObjectiveSpec
        • OptimizationParameters
        • ParameterExtractor
        • ProblemStructure
        • ProblemStructureExtractor
        • SearchSpaceParameter
      • honegumi_rag_assistant.orchestrator module
        • build_graph()
        • run()
        • run_from_text()
        • run_from_text_with_state()
      • honegumi_rag_assistant.states module
        • HonegumiRAGState
        • merge_contexts()
        • merge_vectorstore_flag()
      • honegumi_rag_assistant.timing_utils module
        • time_node()
      • Module contents
Honegumi RAG Assistant
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