llama-stack-mirror/llama_stack/apis/vector_io
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 [memory refactor][1/n] Rename Memory -> VectorIO, MemoryBanks -> VectorDBs (#828) 2025-01-22 09:59:30 -08:00
vector_io.py feat: Add missing Vector Store Files API surface 2025-06-19 10:58:29 -04:00