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Xi Yan 5287b437ae
feat(api): (1/n) datasets api clean up (#1573) 
## PR Stack
- https://github.com/meta-llama/llama-stack/pull/1573
- https://github.com/meta-llama/llama-stack/pull/1625
- https://github.com/meta-llama/llama-stack/pull/1656
- https://github.com/meta-llama/llama-stack/pull/1657
- https://github.com/meta-llama/llama-stack/pull/1658
- https://github.com/meta-llama/llama-stack/pull/1659
- https://github.com/meta-llama/llama-stack/pull/1660

**Client SDK**
- https://github.com/meta-llama/llama-stack-client-python/pull/203

**CI**
- 1391130488
<img width="1042" alt="image"
src="https://github.com/user-attachments/assets/69636067-376d-436b-9204-896e2dd490ca"
/>
-- the test_rag_agent_with_attachments is flaky and not related to this
PR

## Doc
<img width="789" alt="image"
src="https://github.com/user-attachments/assets/b88390f3-73d6-4483-b09a-a192064e32d9"
/>


## Client Usage
```python
client.datasets.register(
    source={
        "type": "uri",
        "uri": "lsfs://mydata.jsonl",
    },
    schema="jsonl_messages",
    # optional 
    dataset_id="my_first_train_data"
)

# quick prototype debugging
client.datasets.register(
    data_reference={
        "type": "rows",
        "rows": [
                "messages": [...],
        ],
    },
    schema="jsonl_messages",
)
```

## Test Plan
- CI:
1387805545

```
LLAMA_STACK_CONFIG=fireworks pytest -v tests/integration/datasets/test_datasets.py
```

```
LLAMA_STACK_CONFIG=fireworks pytest -v tests/integration/scoring/test_scoring.py
```

```
pytest -v -s --nbval-lax ./docs/notebooks/Llama_Stack_Benchmark_Evals.ipynb
```
2025-03-17 16:55:45 -07:00
..
building_applications docs: improve eval doc (#1501) 2025-03-10 11:38:07 -07:00
concepts Web updates to point to latest releases for Mobile SDK (#1650) 2025-03-14 17:06:07 -07:00
contributing chore: consolidate scripts under ./scripts directory (#1646) 2025-03-17 17:56:30 -04:00
distributions feat: added nvidia as safety provider (#1248) 2025-03-17 14:39:23 -07:00
getting_started docs: add additional guidance around using virtualenv (#1642) 2025-03-14 16:00:55 -07:00
introduction Update index.md (#888) 2025-01-28 04:55:41 -08:00
playground fix!: update eval-tasks -> benchmarks (#1032) 2025-02-13 16:40:58 -08:00
providers feat: add Milvus vectorDB (#1467) 2025-03-06 20:59:31 -08:00
references feat(api): (1/n) datasets api clean up (#1573) 2025-03-17 16:55:45 -07:00
conf.py fix: fetched latest pypi version when building documentation 2025-03-06 21:15:15 -08:00
index.md Web updates to point to latest releases for Mobile SDK (#1650) 2025-03-14 17:06:07 -07:00