llama-stack-mirror/llama_stack/providers/utils
Derek Higgins 52201612de
feat: implement chunk deletion for vector stores (#2701)
Add support for deleting individual chunks from vector stores

- Add abstract remove_chunk() method to EmbeddingIndex base class
- Implement chunk deletion for Faiss provider, SQLite Vec, Milvus,
PGVector
- Placeholder implementations with NotImplementedError for
Chroma/Qdrant/Weaviate
- Integrate chunk deletion into OpenAI vector store file deletion flow
- removed xfail from
test_openai_vector_store_delete_file_removes_from_vector_store

Closes: #2477

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Signed-off-by: Derek Higgins <derekh@redhat.com>
Co-authored-by: Francisco Arceo <arceofrancisco@gmail.com>
2025-07-25 10:30:30 -04:00
..
bedrock feat: drop python 3.10 support (#2469) 2025-06-19 12:07:14 +05:30
common chore: enable pyupgrade fixes (#1806) 2025-05-01 14:23:50 -07:00
datasetio chore(refact): move paginate_records fn outside of datasetio (#2137) 2025-05-12 10:56:14 -07:00
inference feat(registry): make the Stack query providers for model listing (#2862) 2025-07-24 10:39:53 -07:00
kvstore fix: store configs (#2593) 2025-07-03 10:07:23 -07:00
memory feat: implement chunk deletion for vector stores (#2701) 2025-07-25 10:30:30 -04:00
responses fix: add missing argument and methods (#2550) 2025-06-30 14:55:37 +02:00
scoring chore: enable pyupgrade fixes (#1806) 2025-05-01 14:23:50 -07:00
sqlstore fix: auth sql store: user is owner policy (#2674) 2025-07-10 14:40:32 -07:00
telemetry chore(test): fix flaky telemetry tests (#2815) 2025-07-22 12:30:14 -07:00
tools feat: add MCP Streamable HTTP support (#2554) 2025-07-24 15:04:27 -07:00
vector_io chore: Updating chunk id generation to ensure uniqueness (#2618) 2025-07-04 10:26:35 +05:30
__init__.py API Updates (#73) 2024-09-17 19:51:35 -07:00
pagination.py chore(refact): move paginate_records fn outside of datasetio (#2137) 2025-05-12 10:56:14 -07:00
scheduler.py chore: bump python supported version to 3.12 (#2475) 2025-06-24 09:22:04 +05:30