material-agent-client

Automate USD material assignment by uploading assets to the Material Agent REST API, starting pipelines, and retrieving materialized results. The service applies VLM-based material assignment and generates AI reference images for your assets.

Monitor pipeline progress by polling the Material Agent REST service for status updates and server-sent events. The Python client and curl both support tracking pipeline status until materialization completes.

Yes, you can interact with the Material Agent service using either curl commands or the provided Python client. Both methods support uploading USD assets, starting pipelines, and retrieving generated materials.

Bearer-token authentication is optional for uploading USD assets and creating sessions with the Material Agent REST service. You only need it if your running service instance requires authorized access.

VLM-based material assignment is an automated process where the Material Agent analyzes uploaded USD assets, generates AI reference images, and applies custom materials to produce final materialized artifacts.

Yes, the Material Agent REST API relies on a running service instance to process uploaded USD assets, execute VLM-based material assignment pipelines, and return materialized results.