paperless-ngx

mirror of https://github.com/paperless-ngx/paperless-ngx.git synced 2026-06-07 14:19:45 +00:00

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stumpylog f0d233631a Design: Replace FAISS vector store with LanceDB (custom adapter)

Spec for swapping the AI feature's llama-index FAISS StorageContext trio
(FaissVectorStore + SimpleDocumentStore + SimpleIndexStore) for LanceDB via
a custom BasePydanticVectorStore adapter (no llama-index-vector-stores-lancedb,
no pandas).

Covers: disk-resident memory-mapped storage, native merge_insert upsert with
when_not_matched_by_source_delete, MetadataFilters(IN) filtering on a top-level
document_id column, auto IVF ANN threshold (IVF_FLAT fallback), MVCC compaction
via optimize(cleanup_older_than=...), migration, concurrency, and testing.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

2026-06-05 11:43:41 -07:00

assets

Enhancement: Paperless-ngx v3 Logo (#12673 )

2026-04-29 16:38:25 -07:00

superpowers/specs

Design: Replace FAISS vector store with LanceDB (custom adapter)

2026-06-05 11:43:41 -07:00

administration.md

Feature: Further reduce document importer memory usage (#12707 )

2026-05-04 16:36:05 -07:00

advanced_usage.md

Merge branch 'main' into dev