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5 commits

Author SHA1 Message Date
Ashwin Bharambe
6749c853c0 more substantial cleanup of Tool vs. ToolDef crap 2025-10-01 15:54:14 -07:00
Tami Takamiya
65f7b81e98
feat: Add items and title to ToolParameter/ToolParamDefinition (#3003)
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# What does this PR do?
<!-- Provide a short summary of what this PR does and why. Link to
relevant issues if applicable. -->
Add items and title to ToolParameter/ToolParamDefinition. Adding items
will resolve the issue that occurs with Gemini LLM when an MCP tool has
array-type properties.

<!-- If resolving an issue, uncomment and update the line below -->
<!-- Closes #[issue-number] -->

## Test Plan
<!-- Describe the tests you ran to verify your changes with result
summaries. *Provide clear instructions so the plan can be easily
re-executed.* -->
Unite test cases will be added.

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Kai Wu <kaiwu@meta.com>
Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com>
2025-09-27 11:35:29 -07:00
Ashwin Bharambe
3d90117891
chore(tests): fix responses and vector_io tests (#3119)
Some fixes to MCP tests. And a bunch of fixes for Vector providers.

I also enabled a bunch of Vector IO tests to be used with
`LlamaStackLibraryClient`

## Test Plan

Run Responses tests with llama stack library client:
```
pytest -s -v tests/integration/non_ci/responses/ --stack-config=server:starter \
   --text-model openai/gpt-4o \
  --embedding-model=sentence-transformers/all-MiniLM-L6-v2 \
  -k "client_with_models"
```

Do the same with `-k openai_client`

The rest should be taken care of by CI.
2025-08-12 16:15:53 -07:00
Ashwin Bharambe
dbe4e84aca
feat(responses): implement full multi-turn support (#2295)
I think the implementation needs more simplification. Spent way too much
time trying to get the tests pass with models not co-operating :(
Finally had to switch claude-sonnet to get things to pass reliably.

### Test Plan

```
export TAVILY_SEARCH_API_KEY=...
export OPENAI_API_KEY=...

uv run pytest -p no:warnings \
   -s -v tests/verifications/openai_api/test_responses.py \
 --provider=stack:starter \
  --model openai/gpt-4o
```
2025-06-02 15:35:49 -07:00
Ashwin Bharambe
3faf1e4a79
feat: enable MCP execution in Responses impl (#2240)
## Test Plan

```
pytest -s -v 'tests/verifications/openai_api/test_responses.py' \
  --provider=stack:together --model meta-llama/Llama-4-Scout-17B-16E-Instruct
```
2025-05-24 14:20:42 -07:00