Commit graph

7 commits

Author SHA1 Message Date
Charlie Doern
c88c4ff2c6
feat: introduce API leveling, post_training, eval to v1alpha (#3449)
# What does this PR do?

Rather than have a single `LLAMA_STACK_VERSION`, we need to have a
`_V1`, `_V1ALPHA`, and `_V1BETA` constant.

This also necessitated addition of `level` to the `WebMethod` so that
routing can be handeled properly.


For backwards compat, the `v1` routes are being kept around and marked
as `deprecated`. When used, the server will log a deprecation warning.

Deprecation log:

<img width="1224" height="134" alt="Screenshot 2025-09-25 at 2 43 36 PM"
src="https://github.com/user-attachments/assets/0cc7c245-dafc-48f0-be99-269fb9a686f9"
/>

move:
1. post_training to `v1alpha` as it is under heavy development and not
near its final state
2. eval: job scheduling is not implemented. Relies heavily on the
datasetio API which is under development missing implementations of
specific routes indicating the structure of those routes might change.
Additionally eval depends on the `inference` API which is going to be
deprecated, eval will likely need a major API surface change to conform
to using completions properly

implements leveling in #3317 

note: integration tests will fail until the SDK is regenerated with
v1alpha/inference as opposed to v1/inference

## Test Plan

existing tests should pass with newly generated schema. Conformance will
also pass as these routes are not the ones we currently test for
stability

Signed-off-by: Charlie Doern <cdoern@redhat.com>
2025-09-26 16:18:07 +02:00
Sai Prashanth S
cb7354a9ce
docs: Add detailed docstrings to API models and update OpenAPI spec (#2889)
This PR focuses on improving the developer experience by adding
comprehensive docstrings to the API data models across the Llama Stack.
These docstrings provide detailed explanations for each model and its
fields, making the API easier to understand and use.

**Key changes:**
- **Added Docstrings:** Added reST formatted docstrings to Pydantic
models in the `llama_stack/apis/` directory. This includes models for:
  - Agents (`agents.py`)
  - Benchmarks (`benchmarks.py`)
  - Datasets (`datasets.py`)
  - Inference (`inference.py`)
  - And many other API modules.
- **OpenAPI Spec Update:** Regenerated the OpenAPI specification
(`docs/_static/llama-stack-spec.yaml` and
`docs/_static/llama-stack-spec.html`) to include the new docstrings.
This will be reflected in the API documentation, providing richer
information to users.

**Impact:**
- Developers using the Llama Stack API will have a better understanding
of the data structures.
- The auto-generated API documentation is now more informative.

---------

Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com>
2025-07-30 16:32:59 -07:00
Sébastien Han
bb5fca9521
chore: more API validators (#2165)
# What does this PR do?

We added:

* make sure docstrings are present with 'params' and 'returns'
* fail if someone sets 'returns: None'
* fix the failing APIs

Signed-off-by: Sébastien Han <seb@redhat.com>
2025-05-15 11:22:51 -07:00
Ihar Hrachyshka
9e6561a1ec
chore: enable pyupgrade fixes (#1806)
# What does this PR do?

The goal of this PR is code base modernization.

Schema reflection code needed a minor adjustment to handle UnionTypes
and collections.abc.AsyncIterator. (Both are preferred for latest Python
releases.)

Note to reviewers: almost all changes here are automatically generated
by pyupgrade. Some additional unused imports were cleaned up. The only
change worth of note can be found under `docs/openapi_generator` and
`llama_stack/strong_typing/schema.py` where reflection code was updated
to deal with "newer" types.

Signed-off-by: Ihar Hrachyshka <ihar.hrachyshka@gmail.com>
2025-05-01 14:23:50 -07:00
Sébastien Han
69554158fa
feat: add health to all providers through providers endpoint (#1418)
The `/v1/providers` now reports the health status of each
provider when implemented.

```
curl -L http://127.0.0.1:8321/v1/providers|jq
  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current
                                 Dload  Upload   Total   Spent    Left  Speed
100  4072  100  4072    0     0   246k      0 --:--:-- --:--:-- --:--:--  248k
{
  "data": [
    {
      "api": "inference",
      "provider_id": "ollama",
      "provider_type": "remote::ollama",
      "config": {
        "url": "http://localhost:11434"
      },
      "health": {
        "status": "OK"
      }
    },
    {
      "api": "vector_io",
      "provider_id": "faiss",
      "provider_type": "inline::faiss",
      "config": {
        "kvstore": {
          "type": "sqlite",
          "namespace": null,
          "db_path": "/Users/leseb/.llama/distributions/ollama/faiss_store.db"
        }
      },
      "health": {
        "status": "Not Implemented",
        "message": "Provider does not implement health check"
      }
    },
    {
      "api": "safety",
      "provider_id": "llama-guard",
      "provider_type": "inline::llama-guard",
      "config": {
        "excluded_categories": []
      },
      "health": {
        "status": "Not Implemented",
        "message": "Provider does not implement health check"
      }
    },
    {
      "api": "agents",
      "provider_id": "meta-reference",
      "provider_type": "inline::meta-reference",
      "config": {
        "persistence_store": {
          "type": "sqlite",
          "namespace": null,
          "db_path": "/Users/leseb/.llama/distributions/ollama/agents_store.db"
        }
      },
      "health": {
        "status": "Not Implemented",
        "message": "Provider does not implement health check"
      }
    },
    {
      "api": "telemetry",
      "provider_id": "meta-reference",
      "provider_type": "inline::meta-reference",
      "config": {
        "service_name": "llama-stack",
        "sinks": "console,sqlite",
        "sqlite_db_path": "/Users/leseb/.llama/distributions/ollama/trace_store.db"
      },
      "health": {
        "status": "Not Implemented",
        "message": "Provider does not implement health check"
      }
    },
    {
      "api": "eval",
      "provider_id": "meta-reference",
      "provider_type": "inline::meta-reference",
      "config": {
        "kvstore": {
          "type": "sqlite",
          "namespace": null,
          "db_path": "/Users/leseb/.llama/distributions/ollama/meta_reference_eval.db"
        }
      },
      "health": {
        "status": "Not Implemented",
        "message": "Provider does not implement health check"
      }
    },
    {
      "api": "datasetio",
      "provider_id": "huggingface",
      "provider_type": "remote::huggingface",
      "config": {
        "kvstore": {
          "type": "sqlite",
          "namespace": null,
          "db_path": "/Users/leseb/.llama/distributions/ollama/huggingface_datasetio.db"
        }
      },
      "health": {
        "status": "Not Implemented",
        "message": "Provider does not implement health check"
      }
    },
    {
      "api": "datasetio",
      "provider_id": "localfs",
      "provider_type": "inline::localfs",
      "config": {
        "kvstore": {
          "type": "sqlite",
          "namespace": null,
          "db_path": "/Users/leseb/.llama/distributions/ollama/localfs_datasetio.db"
        }
      },
      "health": {
        "status": "Not Implemented",
        "message": "Provider does not implement health check"
      }
    },
    {
      "api": "scoring",
      "provider_id": "basic",
      "provider_type": "inline::basic",
      "config": {},
      "health": {
        "status": "Not Implemented",
        "message": "Provider does not implement health check"
      }
    },
    {
      "api": "scoring",
      "provider_id": "llm-as-judge",
      "provider_type": "inline::llm-as-judge",
      "config": {},
      "health": {
        "status": "Not Implemented",
        "message": "Provider does not implement health check"
      }
    },
    {
      "api": "scoring",
      "provider_id": "braintrust",
      "provider_type": "inline::braintrust",
      "config": {
        "openai_api_key": "********"
      },
      "health": {
        "status": "Not Implemented",
        "message": "Provider does not implement health check"
      }
    },
    {
      "api": "tool_runtime",
      "provider_id": "brave-search",
      "provider_type": "remote::brave-search",
      "config": {
        "api_key": "********",
        "max_results": 3
      },
      "health": {
        "status": "Not Implemented",
        "message": "Provider does not implement health check"
      }
    },
    {
      "api": "tool_runtime",
      "provider_id": "tavily-search",
      "provider_type": "remote::tavily-search",
      "config": {
        "api_key": "********",
        "max_results": 3
      },
      "health": {
        "status": "Not Implemented",
        "message": "Provider does not implement health check"
      }
    },
    {
      "api": "tool_runtime",
      "provider_id": "code-interpreter",
      "provider_type": "inline::code-interpreter",
      "config": {},
      "health": {
        "status": "Not Implemented",
        "message": "Provider does not implement health check"
      }
    },
    {
      "api": "tool_runtime",
      "provider_id": "rag-runtime",
      "provider_type": "inline::rag-runtime",
      "config": {},
      "health": {
        "status": "Not Implemented",
        "message": "Provider does not implement health check"
      }
    },
    {
      "api": "tool_runtime",
      "provider_id": "model-context-protocol",
      "provider_type": "remote::model-context-protocol",
      "config": {},
      "health": {
        "status": "Not Implemented",
        "message": "Provider does not implement health check"
      }
    },
    {
      "api": "tool_runtime",
      "provider_id": "wolfram-alpha",
      "provider_type": "remote::wolfram-alpha",
      "config": {
        "api_key": "********"
      },
      "health": {
        "status": "Not Implemented",
        "message": "Provider does not implement health check"
      }
    }
  ]
}
```

Per providers too:

```
curl -L http://127.0.0.1:8321/v1/providers/ollama
{"api":"inference","provider_id":"ollama","provider_type":"remote::ollama","config":{"url":"http://localhost:11434"},"health":{"status":"OK"}}
```

Signed-off-by: Sébastien Han <seb@redhat.com>
2025-04-14 11:59:36 +02:00
Xi Yan
33b096cc21
fix: OpenAPI with provider get (#1627)
# What does this PR do?
- https://github.com/meta-llama/llama-stack/pull/1429 introduces
GetProviderResponse in OpenAPI, which is not needed, and not correctly
defined.

cc @cdoern 


[//]: # (If resolving an issue, uncomment and update the line below)
[//]: # (Closes #[issue-number])

## Test Plan
```
llama-stack-client providers list
```
<img width="610" alt="image"
src="https://github.com/user-attachments/assets/2f7b62a5-daf2-4bf9-9505-69755c7025fc"
/>


[//]: # (## Documentation)
2025-03-13 19:56:32 -07:00
Charlie Doern
a062723d03
feat: add provider API for listing and inspecting provider info (#1429)
# What does this PR do?

currently the `inspect` API for providers is really a `list` API. Create
a new `providers` API which has a GET `providers/{provider_id}` inspect
API
which returns "user friendly" configuration to the end user. Also add a
GET `/providers` endpoint which returns the list of providers as
`inspect/providers` does today.

This API follows CRUD and is more intuitive/RESTful.

This work is part of the RFC at
https://github.com/meta-llama/llama-stack/pull/1359

sensitive fields are redacted using `redact_sensetive_fields` on the
server side before returning a response:

<img width="456" alt="Screenshot 2025-03-13 at 4 40 21 PM"
src="https://github.com/user-attachments/assets/9465c221-2a26-42f8-a08a-6ac4a9fecce8"
/>


## Test Plan

using https://github.com/meta-llama/llama-stack-client-python/pull/181 a
user is able to to run the following:

`llama stack build --template ollama --image-type venv`
`llama stack run --image-type venv
~/.llama/distributions/ollama/ollama-run.yaml`
`llama-stack-client providers inspect ollama`

<img width="378" alt="Screenshot 2025-03-13 at 4 39 35 PM"
src="https://github.com/user-attachments/assets/8273d05d-8bc3-44c6-9e4b-ef95e48d5466"
/>


also, was able to run the new test_list integration test locally with
ollama:

<img width="1509" alt="Screenshot 2025-03-13 at 11 03 40 AM"
src="https://github.com/user-attachments/assets/9b9db166-f02f-45b0-86a4-306d85149bc8"
/>

Signed-off-by: Charlie Doern <cdoern@redhat.com>
2025-03-13 15:07:21 -07:00