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Update output format of MosaicML endpoint to be more flexible #6060

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merged 8 commits into from
Jun 16, 2023

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dakinggg
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@dakinggg dakinggg commented Jun 12, 2023

There will likely be another change or two coming over the next couple weeks as we stabilize the API, but putting this one in now which just makes the integration a bit more flexible with the response output format.

(langchain) danielking@MML-1B940F4333E2 langchain % pytest tests/integration_tests/llms/test_mosaicml.py tests/integration_tests/embeddings/test_mosaicml.py 
=================================================================================== test session starts ===================================================================================
platform darwin -- Python 3.10.11, pytest-7.3.1, pluggy-1.0.0
rootdir: /Users/danielking/github/langchain
configfile: pyproject.toml
plugins: asyncio-0.20.3, mock-3.10.0, dotenv-0.5.2, cov-4.0.0, anyio-3.6.2
asyncio: mode=strict
collected 12 items                                                                                                                                                                        

tests/integration_tests/llms/test_mosaicml.py ......                                                                                                                                [ 50%]
tests/integration_tests/embeddings/test_mosaicml.py ......                                                                                                                          [100%]

=================================================================================== slowest 5 durations ===================================================================================
4.76s call     tests/integration_tests/llms/test_mosaicml.py::test_retry_logic
4.74s call     tests/integration_tests/llms/test_mosaicml.py::test_mosaicml_llm_call
4.13s call     tests/integration_tests/llms/test_mosaicml.py::test_instruct_prompt
0.91s call     tests/integration_tests/llms/test_mosaicml.py::test_short_retry_does_not_loop
0.66s call     tests/integration_tests/llms/test_mosaicml.py::test_mosaicml_extra_kwargs
=================================================================================== 12 passed in 19.70s ===================================================================================

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@hwchase17
@dev2049

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thanks!

@hwchase17 hwchase17 merged commit a9b97aa into langchain-ai:master Jun 16, 2023
This was referenced Jun 25, 2023
baskaryan added a commit that referenced this pull request Aug 25, 2023
As noted in prior PRs (#6060,
#7348), the input/output
format has changed a few times as we've stabilized our inference API.
This PR updates the API to the latest stable version as indicated in our
docs: https://docs.mosaicml.com/en/latest/inference.html

The input format looks like this:

`{"inputs": [<prompt>]}
`

The output format looks like this:
`
{"outputs": [<output_text>]}
`
---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
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2 participants