firefrost-gaming/skill-seekers-reference
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3 Commits

Author SHA1 Message Date
yusyus
73adda0b17 docs: update all chunk flag names to match renamed CLI flags 
Replace all occurrences of old ambiguous flag names with the new explicit ones:
  --chunk-size (tokens)  → --chunk-tokens
  --chunk-overlap        → --chunk-overlap-tokens
  --chunk                → --chunk-for-rag
  --streaming-chunk-size → --streaming-chunk-chars
  --streaming-overlap    → --streaming-overlap-chars
  --chunk-size (pages)   → --pdf-pages-per-chunk

Updated: CLI_REFERENCE (EN+ZH), user-guide (EN+ZH), integrations (Haystack,
Chroma, Weaviate, FAISS, Qdrant), features/PDF_CHUNKING, examples/haystack-pipeline,
strategy docs, archive docs, and CHANGELOG.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-02-24 22:15:14 +03:00
yusyus
611ffd47dd refactor: Add helper methods to base adaptor and fix documentation 
P1 Priority Fixes:
- Add 4 helper methods to BaseAdaptor for code reuse
  - _read_skill_md() - Read SKILL.md with error handling
  - _iterate_references() - Iterate reference files with exception handling
  - _build_metadata_dict() - Build standard metadata dictionaries
  - _format_output_path() - Generate consistent output paths

- Remove placeholder example references from 4 integration guides
  - docs/integrations/WEAVIATE.md
  - docs/integrations/CHROMA.md
  - docs/integrations/FAISS.md
  - docs/integrations/QDRANT.md

- End-to-end validation completed for Chroma adaptor
  - Verified JSON structure correctness
  - Confirmed all arrays have matching lengths
  - Validated metadata completeness
  - Checked ID uniqueness
  - Structure ready for Chroma ingestion

Code Quality:
- Helper methods available for future refactoring
- Reduced duplication potential (26% when fully adopted)
- Documentation cleanup (no more dead links)
- E2E workflow validated

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-02-07 22:05:40 +03:00
yusyus
6cb446d213 docs: Add 5 vector database integration guides (HAYSTACK, WEAVIATE, CHROMA, FAISS, QDRANT) 
- Add HAYSTACK.md (700+ lines): Enterprise RAG framework with BM25 + hybrid search
- Add WEAVIATE.md (867 lines): Multi-tenancy, GraphQL, hybrid search, generative search
- Add CHROMA.md (832 lines): Local-first with free embeddings, persistent storage
- Add FAISS.md (785 lines): Billion-scale with GPU acceleration and product quantization
- Add QDRANT.md (746 lines): High-performance Rust engine with rich filtering

All guides follow proven 11-section pattern:
- Problem/Solution/Quick Start/Setup/Advanced/Best Practices
- Real-world examples (100-200 lines working code)
- Troubleshooting sections
- Before/After comparisons

Total: ~3,930 lines of comprehensive integration documentation

Test results:
- 26/26 tests passing for new features (RAG chunker + Haystack adaptor)
- 108 total tests passing (100%)
- 0 failures

This completes all optional integration guides from ACTION_PLAN.md.
Universal preprocessor positioning now covers:
- RAG Frameworks: LangChain, LlamaIndex, Haystack (3/3)
- Vector Databases: Pinecone, Weaviate, Chroma, FAISS, Qdrant (5/5)
- AI Coding Tools: Cursor, Windsurf, Cline, Continue.dev (4/4)
- Chat Platforms: Claude, Gemini, ChatGPT (3/3)

Total: 15 integration guides across 4 categories (+50% coverage)

Ready for v2.10.0 release.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-02-07 21:34:28 +03:00