988ee535d5
Adds informational input_mime_types and output_mime_types dict fields
to ModelProfile, keyed by models.dev modality names ('image', 'audio',
'pdf', 'video'). Augments the CLI to dispatch provider-level vs
model-level overrides by ModelProfile field name so non-scalar
provider-level fields (like the new MIME maps) are routed correctly.
Backfills anthropic, openai, and perplexity profile_augmentations.toml
with documented MIME types and regenerates their _profiles.py.
Co-authored-by: Mason Daugherty <61371264+mdrxy@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
pip install 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.