4d4dab80bb
`build_summary` in `langchain_model_profiles._summary` now wraps each
provider section in a `<details>` toggle when more than one provider has
changes, making multi-provider refresh PR summaries skimmable.
Single-provider summaries are unchanged.
---
When the `refresh_model_profiles` workflow refreshes data for multiple
partner integrations at once, the resulting PR summary can be long and
hard to skim — every provider's added/removed/changed rows are rendered
flat, one after another. This wraps each provider section in a
`<details>`/`<summary>` toggle when more than one provider has changes,
so reviewers can expand only the providers they care about.
Single-provider summaries stay flat since there's nothing to collapse.
The per-provider `### {provider}` heading is stripped inside toggles so
the `<summary>` tag is the sole label — no duplicated provider name.
Also includes two smaller changes that were staged alongside:
- The `refresh_model_profiles` and `_refresh_model_profiles` workflow
PR-body templates now link to the workflow file instead of bare-text
referencing it.
- `AGENTS.md` and `CLAUDE.md` document the LangSmith integration test
tracing setup: the env vars CI sets, the pytest plugin that bridges
`LANGSMITH_TAGS`/`LANGSMITH_METADATA` into `tracing_context`, and the
unit-test isolation approach.
---------
Signed-off-by: Mason Daugherty <github@mdrxy.com>
Co-authored-by: open-swe[bot] <215916821+open-swe[bot]@users.noreply.github.com>
🦜🪪 langchain-model-profiles
Warning
This package is currently in development and the API is subject to change.
CLI tool for updating model profile data in LangChain integration packages.
Quick Install
uv add langchain-model-profiles
🤔 What is this?
langchain-model-profiles is a CLI tool for fetching and updating model capability data from models.dev for use in LangChain integration packages.
LangChain chat models expose a .profile field that provides programmatic access to model capabilities such as context window sizes, supported modalities, tool calling, structured output, and more. This CLI tool helps maintainers keep that data up-to-date.
Data sources
This package is built on top of the excellent work by the models.dev project, an open source initiative that provides model capability data.
LangChain model profiles augment the data from models.dev with some additional fields. We intend to keep this aligned with the upstream project as it evolves.
📖 Documentation
For full documentation, see the API reference. For conceptual guides, tutorials, and examples on using LangChain, see the LangChain Docs. You can also chat with the docs using Chat LangChain.
Usage
Update model profile data for a specific provider:
langchain-profiles refresh --provider anthropic --data-dir ./langchain_anthropic/data
This downloads the latest model data from models.dev, merges it with any augmentations defined in profile_augmentations.toml, and generates a profiles.py file.
Resources
- LangChain Academy — comprehensive, free courses on LangChain libraries and products, made by the LangChain team
- Code of Conduct — community guidelines and standards