- Update version badge to 1.2
- Add RAG description to AI Chat Agent section
- Add Embeddings Management section with feature details
- Add RAG Pipeline to architecture diagram
- Add Embeddings API endpoints to API Reference
- Add Embedding Models table (Cohere Embed v3.0/light)
- Update ADB Vector setup guide with GenAI config and embedding model
- Add Step 5 for Embeddings workflow
- Update project structure line counts
- Add v1.2 to version history
Add a new Embeddings menu in the sidebar for managing vector embeddings
separately from ADB config. Supports embedding CIS reports (chunked by
section) and uploading .txt files (chunked by paragraphs). Includes
listing and deleting individual embeddings from the ADB vector store.
- Add _chunk_report_by_section() for CIS report sectional chunking
- Add _chunk_text_file() for paragraph-based text chunking
- Add POST /api/embeddings/report/{rid} endpoint
- Add POST /api/embeddings/upload endpoint (multipart)
- Add GET /api/embeddings/{vid}/list with pagination
- Add DELETE /api/embeddings/{vid}/{doc_id}
- Add Embeddings tab in frontend with 3 cards (list, report, upload)
- Remove ingestion section from ADB Vector tab
