LangSmith now supports uploading any binary file (e.g. images, audio, videos, PDF) directly with examples in your datasets.

You can now run multimodal LLM evaluations more efficiently. In LangSmith, you'll be able to:

• Add attachments when creating or updating examples via UI

• Auto-link files from runs to examples

• Leverage attachments when running an evaluation

Learn more in the docs: https://docs.smith.langchain.com/evaluation/how_to_guides/evaluate_with_attachments