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---
title: SimReady Central USD Search
emoji: 🔎
colorFrom: green
colorTo: blue
sdk: docker
app_port: 7860
startup_duration_timeout: 1h
hardware: l4x4
---
# SimReady Central USD Search

SimReady Central USD Search — single-container demo (OpenSearch + Neo4j +
Redis + deepsearch-api + asset-graph-service, SigLIP2 embeddings via a local
siglip2-triton process — see docker/Dockerfile.hf-space-gpu). Runs on a GPU
hardware tier (l4x4), unlike the free-tier
docker/Dockerfile.hf-space variant, which routes SigLIP2 to NVCF instead.
The index itself is pulled from the artifact S3 bucket at container
startup, not baked in. Deployed by
github.com/NVIDIA-dev/simready-central-indexing-internal's
`python -m pipeline.run_pipeline deploy-space-gpu`.

Third-party notices: [THIRD_PARTY_NOTICE.md](THIRD_PARTY_NOTICE.md).

	---
	title: SimReady Central USD Search
	emoji: 🔎
	colorFrom: green
	colorTo: blue
	sdk: docker
	app_port: 7860
	startup_duration_timeout: 1h
	hardware: l4x4
	---

	# SimReady Central USD Search

	SimReady Central USD Search — single-container demo (OpenSearch + Neo4j +
	Redis + deepsearch-api + asset-graph-service, SigLIP2 embeddings via a local
	siglip2-triton process — see docker/Dockerfile.hf-space-gpu). Runs on a GPU
	hardware tier (l4x4), unlike the free-tier
	docker/Dockerfile.hf-space variant, which routes SigLIP2 to NVCF instead.
	The index itself is pulled from the artifact S3 bucket at container
	startup, not baked in. Deployed by
	github.com/NVIDIA-dev/simready-central-indexing-internal's
	`python -m pipeline.run_pipeline deploy-space-gpu`.

	Third-party notices: [THIRD_PARTY_NOTICE.md](THIRD_PARTY_NOTICE.md).