BobAi/Fss-Rag-Mini
7
0
Fork 0
Code Issues 2 Pull Requests 2 Actions Packages Projects Releases Wiki Activity
Fss-Rag-Mini/claude_rag
History
BobAi 3363171820 🎓 Complete beginner-friendly polish with production reliability 
✨ BEGINNER-FRIENDLY ENHANCEMENTS:
- Add comprehensive glossary explaining RAG, embeddings, chunks in plain English
- Create detailed troubleshooting guide covering installation, search issues, performance
- Provide preset configs (beginner/fast/quality) with extensive helpful comments
- Enhanced error messages with specific solutions and next steps

🔧 PRODUCTION RELIABILITY:
- Add thread-safe caching with automatic cleanup in QueryExpander
- Implement chunked processing for large batches to prevent memory issues
- Enhanced concurrent embedding with intelligent batch size management
- Memory leak prevention with LRU cache approximation

🏗️ ARCHITECTURE COMPLETENESS:
- Maintain two-mode system (synthesis fast, exploration thinking + memory)
- Preserve educational value while removing intimidation barriers
- Complete testing coverage for mode separation and context memory
- Full documentation reflecting clean two-mode architecture

Perfect balance: genuinely beginner-friendly without compromising technical sophistication
2025-08-12 18:59:24 +10:00
..
__init__.py
Initial release: FSS-Mini-RAG - Lightweight semantic code search system
2025-08-12 16:38:28 +10:00
__main__.py
Initial release: FSS-Mini-RAG - Lightweight semantic code search system
2025-08-12 16:38:28 +10:00
auto_optimizer.py
Initial release: FSS-Mini-RAG - Lightweight semantic code search system
2025-08-12 16:38:28 +10:00
chunker.py
Initial release: FSS-Mini-RAG - Lightweight semantic code search system
2025-08-12 16:38:28 +10:00
cli.py
Initial release: FSS-Mini-RAG - Lightweight semantic code search system
2025-08-12 16:38:28 +10:00
config.py
Add interactive exploration mode with thinking and context memory
2025-08-12 18:06:08 +10:00
explorer.py
Implement clean model state management with user confirmation
2025-08-12 18:15:30 +10:00
fast_server.py
Initial release: FSS-Mini-RAG - Lightweight semantic code search system
2025-08-12 16:38:28 +10:00
indexer.py
Initial release: FSS-Mini-RAG - Lightweight semantic code search system
2025-08-12 16:38:28 +10:00
llm_synthesizer.py
Implement clean model state management with user confirmation
2025-08-12 18:15:30 +10:00
non_invasive_watcher.py
Initial release: FSS-Mini-RAG - Lightweight semantic code search system
2025-08-12 16:38:28 +10:00
ollama_embeddings.py
🎓 Complete beginner-friendly polish with production reliability
2025-08-12 18:59:24 +10:00
path_handler.py
Initial release: FSS-Mini-RAG - Lightweight semantic code search system
2025-08-12 16:38:28 +10:00
performance.py
Initial release: FSS-Mini-RAG - Lightweight semantic code search system
2025-08-12 16:38:28 +10:00
query_expander.py
🎓 Complete beginner-friendly polish with production reliability
2025-08-12 18:59:24 +10:00
search.py
Complete smart ranking implementation with comprehensive beginner-friendly testing
2025-08-12 17:35:46 +10:00
server.py
Initial release: FSS-Mini-RAG - Lightweight semantic code search system
2025-08-12 16:38:28 +10:00
smart_chunking.py
Initial release: FSS-Mini-RAG - Lightweight semantic code search system
2025-08-12 16:38:28 +10:00
watcher.py
Initial release: FSS-Mini-RAG - Lightweight semantic code search system
2025-08-12 16:38:28 +10:00
windows_console_fix.py
Initial release: FSS-Mini-RAG - Lightweight semantic code search system
2025-08-12 16:38:28 +10:00