llama-stack-mirror/tests/client-sdk
Matthew Farrellee e28cedd833
feat: add nvidia embedding implementation for new signature, task_type, output_dimention, text_truncation (#1213)
# What does this PR do?

updates nvidia inference provider's embedding implementation to use new
signature

add support for task_type, output_dimensions, text_truncation parameters

## Test Plan

`LLAMA_STACK_BASE_URL=http://localhost:8321 pytest -v
tests/client-sdk/inference/test_embedding.py --embedding-model
baai/bge-m3`
2025-02-27 16:58:11 -08:00
..
agents feat: allow specifying specific tool within toolgroup (#1239) 2025-02-26 14:07:05 -08:00
inference feat: add nvidia embedding implementation for new signature, task_type, output_dimention, text_truncation (#1213) 2025-02-27 16:58:11 -08:00
safety Fix precommit check after moving to ruff (#927) 2025-02-02 06:46:45 -08:00
tool_runtime build: format codebase imports using ruff linter (#1028) 2025-02-13 10:06:21 -08:00
vector_io Fix test infra, sentence embeddings mixin 2025-02-21 15:11:46 -08:00
__init__.py [tests] add client-sdk pytests & delete client.py (#638) 2024-12-16 12:04:56 -08:00
conftest.py feat(providers): Groq now uses LiteLLM openai-compat (#1303) 2025-02-27 13:16:50 -08:00
metadata.py Report generation minor fixes (#884) 2025-01-28 04:58:12 -08:00
README.md Update README.md 2025-02-14 15:45:08 -08:00
report.py script for running client sdk tests (#895) 2025-02-19 22:38:06 -08:00

Llama Stack Integration Tests

You can run llama stack integration tests on either a Llama Stack Library or a Llama Stack endpoint.

To test on a Llama Stack library with certain configuration, run

LLAMA_STACK_CONFIG=./llama_stack/templates/cerebras/run.yaml pytest -s -v tests/client-sdk/inference/

or just the template name

LLAMA_STACK_CONFIG=together pytest -s -v tests/client-sdk/inference/

To test on a Llama Stack endpoint, run

LLAMA_STACK_BASE_URL=http://localhost:8089 pytest -s -v tests/client-sdk/inference

Report Generation

To generate a report, run with --report option

LLAMA_STACK_CONFIG=together pytest -s -v report.md tests/client-sdk/ --report

Common options

Depending on the API, there are custom options enabled

  • For tests in inference/ and agents/, we support --inference-model(to be used in text inference tests) and--vision-inference-model` (only used in image inference tests) overrides
  • For tests in vector_io/, we support --embedding-model override
  • For tests in safety/, we support --safety-shield override
  • The param can be --report or --report <path> If path is not provided, we do a best effort to infer based on the config / template name. For url endpoints, path is required.