LongProbe v0.1.1

LongProbe v0.1.1

Added

• Professional MkDocs documentation site with Material theme
• Three live demo GIFs showcasing key features:
  • Test RAG Retrieval (quick validation)
  • Monitor RAG Quality (detailed analysis)
  • Detect Regressions (baseline comparison)
• Comprehensive documentation structure:
  • Getting Started guides (Installation, Quick Start, Configuration)
  • User Guide (Golden Questions, Match Modes, CLI Reference, Python API, Baseline Management)
  • Integration guides (Vector Stores, Pytest, CI/CD, LangChain, LlamaIndex)
  • Demo pages with detailed explanations
  • API Reference
  • Contributing guide
• GitHub Actions workflow for automatic documentation deployment
• Custom CSS for improved documentation UI
• Professional README with logo, badges, and demo GIFs

Changed

• Updated README with centered logo and GitHub raw URLs for images
• Improved documentation navigation with collapsible sidebar sections
• Enhanced logo visibility in documentation header

Fixed

• Logo display issues in documentation
• Asset paths for GitHub Pages compatibility

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📦 Installation

pip install longprobe==0.1.1

📚 Documentation

• README
• CHANGELOG
• CONTRIBUTING

🔗 Links

• PyPI: https://pypi.org/project/longprobe/0.1.1/
• Homepage: https://endevsols.com/open-source/longprobe
• Issues: https://github.com/ENDEVSOLS/LongProbe/issues

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Part of the EnDevSols Long Suite 🔬

LongProbe v0.1.0

LongProbe v0.1.0

Added

• Initial release of LongProbe
• Golden question management with YAML configuration
• Three match modes: ID, text, and semantic similarity
• Baseline storage and regression detection using SQLite
• CLI with multiple output formats (table, JSON, GitHub Actions)
• Pytest plugin integration for test suite integration
• Retriever adapters:
  • ChromaDB direct adapter
  • Pinecone direct adapter
  • Qdrant direct adapter
  • LangChain retriever wrapper
  • LlamaIndex retriever wrapper
  • HTTP/REST API adapter with configurable mapping
• Question generation with LLM support (OpenAI, Anthropic, Gemini, Ollama)
• Auto-capture functionality to build golden sets from live retrievers
• Watch mode for continuous testing during development
• GitHub Actions reusable workflow for CI/CD integration
• Comprehensive test suite with 172 unit tests
• Rich CLI output with color-coded tables and progress indicators
• Diff reporting showing exactly which chunks were lost/gained
• Per-question recall scoring with configurable thresholds
• Support for question tags and metadata
• Environment variable expansion in configuration files
• Document parsing for multiple formats (TXT, MD, CSV, JSON, PDF, DOCX, PPTX, XLSX)

Documentation

• Comprehensive README with quick start guide
• CLI reference documentation
• Python API examples
• Configuration reference
• Match mode explanations
• GitHub Actions integration examples
• Example configuration files and golden sets

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📦 Installation

pip install longprobe==0.1.0

📚 Documentation

• README
• CHANGELOG
• CONTRIBUTING

🔗 Links

• PyPI: https://pypi.org/project/longprobe/0.1.0/
• Homepage: https://endevsols.com/open-source/longprobe
• Issues: https://github.com/ENDEVSOLS/LongProbe/issues

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Part of the EnDevSols Long Suite 🔬