Metadata-Version: 2.4
Name: ml-pipes-llm
Version: 0.0.1
Summary: OpenAI Responses API invocation for ml-pipes
Project-URL: Homepage, https://github.com/trained-by-humans/ml-pipes
Project-URL: Documentation, https://github.com/trained-by-humans/ml-pipes/blob/main/packages/llm/docs/INDEX.md
Project-URL: Repository, https://github.com/trained-by-humans/ml-pipes
Project-URL: Issues, https://github.com/trained-by-humans/ml-pipes/issues
Project-URL: Changelog, https://github.com/trained-by-humans/ml-pipes/releases
License-Expression: Apache-2.0
License-File: LICENSE
Keywords: llm,openai,pipelines,responses,sdk
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development :: Libraries :: Application Frameworks
Requires-Python: >=3.10
Requires-Dist: ml-pipes-core==0.1.0rc2
Requires-Dist: openai
Description-Content-Type: text/markdown

# ml-pipes-llm

`ml-pipes-llm` brings synchronous OpenAI Responses API invocation into
`ml-pipes`.

The module name is generic, but the first cut is intentionally OpenAI-backed:
it runs one `client.responses.create(...)` call and hands the raw response
object to later steps such as `Select("output_text")` or application-owned
projections.

Operators can be used as plain callables, but this package is best used inside
an `ml-pipes` pipeline.

## Package Reference

| Field          | Value                                                                                                           |
|----------------|-----------------------------------------------------------------------------------------------------------------|
| Package        | `ml-pipes-llm`                                                                                                  |
| Guide          | [`docs/README.md`](https://github.com/trained-by-humans/ml-pipes/blob/main/packages/llm/docs/README.md)       |
| Reference      | [`docs/INDEX.md`](https://github.com/trained-by-humans/ml-pipes/blob/main/packages/llm/docs/INDEX.md)         |
| Depends on     | `ml-pipes-core`                                                                                                 |
| Public modules | `ml_pipes.llm`                                                                                                  |
| Content        | OpenAI Responses API sync invocation; raw response handoff                                                      |

See [`docs/PACKAGES.md`](https://github.com/trained-by-humans/ml-pipes/blob/main/docs/PACKAGES.md)
for direct package installs, umbrella profiles, and the full package matrix.
