fd88c0efa5
* feat(retain): delta retain — skip LLM re-extraction for unchanged chunks on upsert When upserting a document (same document_id), instead of deleting all facts and re-extracting from scratch, compare chunk content hashes and only process changed/new chunks. Unchanged chunks keep their existing facts, entities, and links. - Add content_hash column to chunks table (migration b3c4d5e6f7a8) - Add chunk delta comparison functions in chunk_storage.py - Add delta_mode to fact_storage.handle_document_tracking (skip full delete) - Add update_memory_units_tags for propagating tag changes to existing facts - Refactor orchestrator into _try_delta_retain and _full_retain paths - Automatic fallback to full retain for pre-migration data or all-changed scenarios - Fix ty type error in metrics.py (resource module import on Windows) - 16 new tests covering entities, links, tags, metadata, edge cases * refactor(retain): deduplicate delta and full retain paths Extract shared _insert_facts_and_links() and _extract_and_embed() functions used by both the full retain and delta retain paths. Remove delta_mode flag from handle_document_tracking — delta path uses dedicated upsert_document_metadata() instead. * chore: regenerate clients, openapi spec, and lockfile * chore: regenerate docs skill |
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| .. | ||
| versions | ||
| env.py | ||
| README | ||
| script.py.mako | ||
Generic single-database configuration.