fss-mini-rag-github

BobAi/fss-mini-rag-github

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Author	SHA1	Message	Date
BobAi	a84ff94fba	Improve UX with streaming tokens, fix model references, and add icon integration This comprehensive update enhances user experience with several key improvements: ## Enhanced Streaming & Thinking Display - Implement real-time streaming with gray thinking tokens that collapse after completion - Fix thinking token redisplay bug with proper content filtering - Add clear "AI Response:" headers to separate thinking from responses - Enable streaming by default for better user engagement - Keep thinking visible for exploration, collapse only for suggested questions ## Natural Conversation Responses - Convert clunky JSON exploration responses to natural, conversational format - Improve exploration prompts for friendly, colleague-style interactions - Update summary generation with better context handling - Eliminate double response display issues ## Model Reference Updates - Remove all llama3.2 references in favor of qwen3 models - Fix non-existent qwen3:3b references, replace with proper model names - Update model rankings to prioritize working qwen models across all components - Ensure consistent model recommendations in docs and examples ## Cross-Platform Icon Integration - Add desktop icon setup to Linux installer with .desktop entry - Add Windows shortcuts for desktop and Start Menu integration - Improve installer user experience with visual branding ## Configuration & Navigation Fixes - Fix "0" option in configuration menu to properly go back - Improve configuration menu user-friendliness - Update troubleshooting guides with correct model suggestions These changes significantly improve the beginner experience while maintaining technical accuracy and system reliability.	2025-08-15 12:20:06 +10:00
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

Author

SHA1

Message

Date

BobAi

a84ff94fba

Improve UX with streaming tokens, fix model references, and add icon integration

This comprehensive update enhances user experience with several key improvements:

## Enhanced Streaming & Thinking Display
- Implement real-time streaming with gray thinking tokens that collapse after completion
- Fix thinking token redisplay bug with proper content filtering
- Add clear "AI Response:" headers to separate thinking from responses
- Enable streaming by default for better user engagement
- Keep thinking visible for exploration, collapse only for suggested questions

## Natural Conversation Responses
- Convert clunky JSON exploration responses to natural, conversational format
- Improve exploration prompts for friendly, colleague-style interactions
- Update summary generation with better context handling
- Eliminate double response display issues

## Model Reference Updates
- Remove all llama3.2 references in favor of qwen3 models
- Fix non-existent qwen3:3b references, replace with proper model names
- Update model rankings to prioritize working qwen models across all components
- Ensure consistent model recommendations in docs and examples

## Cross-Platform Icon Integration
- Add desktop icon setup to Linux installer with .desktop entry
- Add Windows shortcuts for desktop and Start Menu integration
- Improve installer user experience with visual branding

## Configuration & Navigation Fixes
- Fix "0" option in configuration menu to properly go back
- Improve configuration menu user-friendliness
- Update troubleshooting guides with correct model suggestions

These changes significantly improve the beginner experience while maintaining
technical accuracy and system reliability.

2025-08-15 12:20:06 +10:00

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

2 Commits