llama-stack-mirror/llama_stack/providers/remote
Ben Browning f394c7f2d9
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feat: Add missing Vector Store Files API surface (#2468)
# What does this PR do?

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.

Closes #2445 

## Test Plan

### test_openai_vector_stores Integration Tests

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
```

### file_search verification tests

I also ensured the file_search verification tests continue to work, both
for faiss and sqlite-vec.

faiss (ollama distro):

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

pytest -sv tests/verifications/openai_api/test_responses.py \
  -k'file_search' \
  --base-url=http://localhost:8321/v1/openai/v1 \
  --model=meta-llama/Llama-3.2-3B-Instruct
```


sqlite-vec (starter distro):

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

pytest -sv tests/verifications/openai_api/test_responses.py \
  -k'file_search' \
  --base-url=http://localhost:8321/v1/openai/v1 \
  --model=together/meta-llama/Llama-3.2-3B-Instruct-Turbo
```

---------

Signed-off-by: Ben Browning <bbrownin@redhat.com>
2025-06-19 11:08:24 -04:00
..
agents test: add unit test to ensure all config types are instantiable (#1601) 2025-03-12 22:29:58 -07:00
datasetio feat: Add Nvidia e2e beginner notebook and tool calling notebook (#1964) 2025-06-16 11:29:01 -04:00
eval chore: enable pyupgrade fixes (#1806) 2025-05-01 14:23:50 -07:00
inference chore: Add OpenAI compatiblity for vLLM embeddings (#2448) 2025-06-16 19:06:05 -04:00
post_training fix: Pass model parameter as config name to NeMo Customizer (#2218) 2025-05-20 09:51:39 -07:00
safety feat: Add Nvidia e2e beginner notebook and tool calling notebook (#1964) 2025-06-16 11:29:01 -04:00
tool_runtime fix: match mcp headers in provider data to Responses API shape (#2263) 2025-05-25 14:33:10 -07:00
vector_io feat: Add missing Vector Store Files API surface (#2468) 2025-06-19 11:08:24 -04:00
__init__.py impls -> inline, adapters -> remote (#381) 2024-11-06 14:54:05 -08:00