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langchain/libs/partners
Mason Daugherty fcaa61636e feat(mistralai): support stop sequences (#38047)
`ChatMistralAI` now supports `stop` sequences.

Previously, a `stop` value passed to the model was silently discarded:
the code carried a stale "not yet supported" note, dropped the parameter
before the request, and logged a warning. Mistral's chat completions API
does accept `stop` (a string or list of strings, up to 4 sequences), so
anyone setting `stop` and expecting generation to halt was getting no
effect.

Now `stop` is a first-class parameter. It can be set on the constructor
(`ChatMistralAI(stop=[...])`) or per call (`model.invoke(prompt,
stop=[...])`) and is forwarded to the API. A per-call value overrides
the instance default, and an empty list is treated as "no stop
sequences" — omitted from the request rather than sent as an empty array
(which the API rejects).

Verified against the live Mistral API: with `stop=["5"]`, "Count from 1
to 10" returns `1 2 3 4 ` instead of the full sequence. The 422
`extra_forbidden` response the API returns for genuinely unknown fields
confirms `stop` is a real schema field, not silently ignored.

This PR also folds in some test hygiene: the base-URL env test uses
`monkeypatch.setenv` so `MISTRAL_BASE_URL=boo` no longer leaks into
later serialization tests, and `test_extra_kwargs` asserts the
intentional unknown-kwarg warning with `pytest.warns`.

## Review notes
- Behavior change worth a careful look: `stop` now reaches the API
instead of being dropped. This changes request payloads for anyone
previously passing `stop`. It is the intended fix, but flagging it
explicitly.
- Coverage: `test_stop_sequence` (integration) exercises the end-to-end
behavior; unit tests cover parameter wiring, per-call-vs-instance
precedence, and the empty-list case.
2026-06-10 20:42:16 -04:00
..
2026-06-09 16:32:08 -04:00

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