docs: Reorganize documentation and rewrite README for Library RAG
Major documentation cleanup and restructuring:
1. Documentation reorganization:
- Created docs/migration-gpu/ directory
- Moved 6 migration-related MD files to docs/migration-gpu/
- Moved project_progress.md to docs/
2. Complete README.md rewrite:
- Comprehensive explanation of dual RAG system
- Clear documentation of 5 Weaviate collections:
* Library Philosophique: Work, Chunk_v2, Summary_v2
* Memory Ikario: Thought, Conversation
- GPU embedder architecture (BAAI/bge-m3, RTX 4070, 1024-dim)
- Quick start guide with installation steps
- Usage examples for all features (search, chat, memories, upload)
- Performance metrics (30-70x faster ingestion)
- Troubleshooting section
- Project structure overview
3. Benefits:
- Reduced root-level clutter (7 MD files → organized structure)
- Clear separation: migration docs vs project docs
- User-friendly README focused on usage, not implementation
- Easier navigation for new users
Files moved:
- BUG_REPORT_WEAVIATE_CONNECTION.md → docs/migration-gpu/
- DIAGNOSTIC_ARCHITECTURE_EMBEDDINGS.md → docs/migration-gpu/
- MIGRATION_GPU_EMBEDDER_SUCCESS.md → docs/migration-gpu/
- TEST_CHAT_GPU_EMBEDDER.md → docs/migration-gpu/
- TEST_FINAL_GPU_EMBEDDER.md → docs/migration-gpu/
- TESTS_COMPLETS_GPU_EMBEDDER.md → docs/migration-gpu/
- project_progress.md → docs/
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>