BobAi
4166d0a362
🎯 Complete transformation from 5.9GB bloated system to 70MB optimized solution ✨ Key Features: - Hybrid embedding system (Ollama + ML fallback + hash backup) - Intelligent chunking with language-aware parsing - Semantic + BM25 hybrid search with rich context - Zero-config portable design with graceful degradation - Beautiful TUI for beginners + powerful CLI for experts - Comprehensive documentation with 8+ Mermaid diagrams - Professional animated demo (183KB optimized GIF) 🏗️ Architecture Highlights: - LanceDB vector storage with streaming indexing - Smart file tracking (size/mtime) to avoid expensive rehashing - Progressive chunking: Markdown headers → Python functions → fixed-size - Quality filtering: 200+ chars, 20+ words, 30% alphanumeric content - Concurrent batch processing with error recovery 📦 Package Contents: - Core engine: claude_rag/ (11 modules, 2,847 lines) - Entry points: rag-mini (unified), rag-tui (beginner interface) - Documentation: README + 6 guides with visual diagrams - Assets: 3D icon, optimized demo GIF, recording tools - Tests: 8 comprehensive integration and validation tests - Examples: Usage patterns, config templates, dependency analysis 🎥 Demo System: - Scripted demonstration showing 12 files → 58 chunks indexing - Semantic search with multi-line result previews - Complete workflow from TUI startup to CLI mastery - Professional recording pipeline with asciinema + GIF conversion 🛡️ Security & Quality: - Complete .gitignore with personal data protection - Dependency optimization (removed python-dotenv) - Code quality validation and educational test suite - Agent-reviewed architecture and documentation Ready for production use - copy folder, run ./rag-mini, start searching\!
22 lines
620 B
Bash
Executable File
22 lines
620 B
Bash
Executable File
#!/bin/bash
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# rag-tui - FSS-Mini-RAG Text User Interface
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# Simple, educational interface for beginners
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set -e
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# Get script directory
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SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
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PYTHON="$SCRIPT_DIR/.venv/bin/python3"
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# Check if virtual environment exists
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if [ ! -f "$PYTHON" ]; then
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echo "❌ Virtual environment not found at $SCRIPT_DIR/.venv"
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echo ""
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echo "🔧 To fix this:"
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echo " 1. Run: ./install_mini_rag.sh"
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echo " 2. Or manually: python3 -m venv .venv && .venv/bin/pip install -r requirements.txt"
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exit 1
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fi
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# Launch TUI
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exec "$PYTHON" "$SCRIPT_DIR/rag-tui.py" "$@" |