BobAi
4925f6d4e4
📚 DOCUMENTATION - docs/QUERY_EXPANSION.md: Complete beginner guide with examples and troubleshooting - Updated config.yaml with proper LLM settings and comments - Clear explanations of when features are enabled/disabled 🧪 NEW TESTING INFRASTRUCTURE - test_ollama_integration.py: 6 comprehensive tests with helpful error messages - test_smart_ranking.py: 6 tests verifying ranking quality improvements - troubleshoot.py: Interactive tool for diagnosing setup issues - Enhanced system validation with new features coverage ⚙️ SMART DEFAULTS - Query expansion disabled by default (CLI speed) - TUI enables expansion automatically (exploration mode) - Clear user feedback about which features are active - Graceful degradation when Ollama unavailable 🎯 BEGINNER-FRIENDLY APPROACH - Tests explain what they're checking and why - Clear solutions provided for common problems - Educational output showing system status - Offline testing with gentle mocking Run 'python3 tests/troubleshoot.py' to verify your setup\!
53 lines
1.8 KiB
YAML
53 lines
1.8 KiB
YAML
# FSS-Mini-RAG Configuration
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# Edit this file to customize indexing and search behavior
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# See docs/GETTING_STARTED.md for detailed explanations
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# Text chunking settings
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chunking:
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max_size: 2000 # Maximum characters per chunk
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min_size: 150 # Minimum characters per chunk
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strategy: semantic # 'semantic' (language-aware) or 'fixed'
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# Large file streaming settings
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streaming:
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enabled: true
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threshold_bytes: 1048576 # Files larger than this use streaming (1MB)
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# File processing settings
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files:
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min_file_size: 50 # Skip files smaller than this
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exclude_patterns:
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- "node_modules/**"
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- ".git/**"
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- "__pycache__/**"
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- "*.pyc"
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- ".venv/**"
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- "venv/**"
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- "build/**"
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- "dist/**"
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include_patterns:
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- "**/*" # Include all files by default
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# Embedding generation settings
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embedding:
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preferred_method: ollama # 'ollama', 'ml', 'hash', or 'auto'
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ollama_model: nomic-embed-text
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ollama_host: localhost:11434
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ml_model: sentence-transformers/all-MiniLM-L6-v2
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batch_size: 32 # Embeddings processed per batch
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# Search behavior settings
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search:
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default_limit: 10 # Default number of results
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enable_bm25: true # Enable keyword matching boost
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similarity_threshold: 0.1 # Minimum similarity score
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expand_queries: false # Enable automatic query expansion (TUI auto-enables)
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# LLM synthesis and query expansion settings
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llm:
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ollama_host: localhost:11434
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synthesis_model: auto # 'auto', 'qwen3:1.7b', etc.
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expansion_model: auto # Usually same as synthesis_model
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max_expansion_terms: 8 # Maximum terms to add to queries
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enable_synthesis: false # Enable synthesis by default
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synthesis_temperature: 0.3 # LLM temperature for analysis |