llama-stack-mirror/llama_stack/providers/utils/memory
Ben Browning 459d50a365 feat: Add missing Vector Store Files API surface
This adds the ability to list, retrieve, update, and delete Vector
Store Files. It implements these new APIs for the faiss and sqlite-vec
providers, since those are the two that also have the rest of the
vector store files implementation.

There are a number of new integration tests added, which I ran for
each provider as outlined below.

faiss (from ollama distro):

```
INFERENCE_MODEL="meta-llama/Llama-3.2-3B-Instruct" \
llama stack run llama_stack/templates/ollama/run.yaml

LLAMA_STACK_CONFIG=http://localhost:8321 \
pytest -sv tests/integration/vector_io/test_openai_vector_stores.py \
  --embedding-model=all-MiniLM-L6-v2
```

sqlite-vec (from starter distro):

```
llama stack run llama_stack/templates/starter/run.yaml

LLAMA_STACK_CONFIG=http://localhost:8321 \
pytest -sv tests/integration/vector_io/test_openai_vector_stores.py \
  --embedding-model=all-MiniLM-L6-v2
```

Signed-off-by: Ben Browning <bbrownin@redhat.com>
2025-06-19 10:58:29 -04:00
..
__init__.py API Updates (#73) 2024-09-17 19:51:35 -07:00
file_utils.py Update the "InterleavedTextMedia" type (#635) 2024-12-17 11:18:31 -08:00
openai_vector_store_mixin.py feat: Add missing Vector Store Files API surface 2025-06-19 10:58:29 -04:00
vector_store.py feat: Implement hybrid search in SQLite-vec (#2312) 2025-06-13 15:54:06 -04:00