Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and multi-GPU DataFrame workloads.
日本語の概要は準備中です。原文の説明を表示しています。
Use as the top-level router for Omniverse Realtime Viewer USD app requests and focused viewer reference documents.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
This is the top-level entry point for the Omniverse Realtime Viewer skill package. It is self-contained: all required routing, conventions, and validation guidance live in the selected references.
Use the focused reference documents as implementation recipes. This file chooses the right recipes and preserves the architectural rules that must hold across all generated viewer apps.
Start by classifying the requested viewer, then read only the references needed
for that delivery path and feature set. Implement the render path first, layer
interaction and UI behavior on top of it, and finish by capturing validation
evidence from references/validation.md.
references/routing.md to choose the delivery path and focused references.references/conventions.md before implementing camera, input,
selection, viewport, streaming protocol, scene loading, or environment
behavior.references/usd-viewer-app/README.md.references/streaming-vs-local/README.md.references/viewer-ux-workflow/README.md and then the focused viewer UI references.
This applies to React/WebRTC, Tauri, Electron, ovui, ovwidgets, and Dear
ImGui apps; "frontend" means user-facing UI, not only browser UI.references/viewer-input-routing/README.md before
references/camera-controls/README.md, references/native-picking-selection/README.md, or references/object-selection/README.md.ovstage references before
renderer, scene loading, stage management, camera, selection, or transform
write references.references/cloud-deployment/nvcf-self-hosted.md before the selected cloud-deployment and streaming references.references/validation.md to capture review evidence before handoff.ovrtx for all USD and 3D rendering.ovstream WebRTC video stream plus UI. The browser
does not render USD geometry.ovrtx path and document the runtime requirement. Do not add a
browser-renderer fallback.renderer.step(), stage mutation, native picking,
selection writes, OVStage publication, and live attribute writes.references/dependencies/README.md and deployment choices in
references/cloud-deployment/README.md; do not duplicate package locations or deployment setup.references/usd-viewer-app/README.md, references/streaming-viewer-recipe/README.md,
references/ovui-local-viewer-recipe/README.md, references/streaming-vs-local/README.md, references/electron-shm-viewer/README.md,
references/ovwidgets-editor-shell/README.md.references/ovstage-runtime/README.md, references/ovstage-population/README.md,
references/ovstage-data-plane/README.md, references/ovstage-ovrtx-integration/README.md,
references/ovrtx-rendering/README.md, references/stage-loading/README.md,
references/stage-management/README.md, references/render-settings/README.md,
references/aov-switching/README.md, references/stage-hierarchy/README.md,
references/stage-queries/README.md, references/stage-attribute-reads/README.md,
references/camera-auto-select/README.md, references/camera-picker/README.md,
references/prim-transform-safety/README.md, references/usd-sample-data/README.md.references/streaming-server/README.md, references/streaming-client/README.md,
references/streaming-messages/README.md, references/streaming-lifecycle/README.md, references/local-viewer/README.md,
references/tauri-local-viewer/README.md, references/cpp-native-viewer/README.md, references/headless-shm-cli/README.md,
references/viewer-backend-interface/README.md, references/webgl-shm-transport/README.md.references/viewer-ux-workflow/README.md, references/viewer-layout-patterns/README.md,
references/viewer-control-patterns/README.md, references/viewer-data-view-patterns/README.md,
references/viewer-feedback-status/README.md.references/viewer-input-routing/README.md, references/camera-controls/README.md,
references/object-selection/README.md, references/native-picking-selection/README.md, references/selection-feedback/README.md,
references/physics-simulation/README.md,
references/selection-animation/README.md, references/transform-manipulator/README.md, references/gl-viewport-overlay/README.md,
references/ovui-library/README.md, references/prim-pick-effects/README.md, references/prim-info-display/README.md,
references/viewport-overlays/README.md, references/physics-simulation/README.md.references/dependencies/README.md, references/windows-native-setup/README.md, references/cloud-assets/README.md,
references/cloud-deployment/README.md, references/cloud-deployment/nvcf-self-hosted.md,
references/cloud-deployment/nvcf-viewer-container-contract.md,
references/cloud-deployment/gpu-container-runtime.md,
references/cloud-deployment/container-image-build.md,
references/cloud-deployment/webrtc-network-diagnostics.md, references/troubleshooting/README.md.references/a2ui-scene-copilot/README.md.references/cae-cfd-visualization/README.md,
references/cae-cfd-visualization/data-and-operators.md,
references/cae-cfd-visualization/cae-data-ingestion.md,
references/cae-cfd-visualization/temporal-playback.md,
references/cae-cfd-visualization/usd-authoring-and-materials.md,
references/cae-cfd-visualization/ovstage-render-and-camera.md,
references/cae-cfd-visualization/ovui-controls.md,
references/cae-cfd-visualization/glyphs.md,
references/cae-cfd-visualization/volume-rendering.md,
references/cae-cfd-visualization/driving-cae-viz-via-ovstage.md,
references/cae-cfd-visualization/emitter-and-seed-sources.md,
references/cae-cfd-visualization/streaming-cae-viewer.md,
references/cae-cfd-visualization/rtwt-blueprint-recreation.md,
references/cae-cfd-visualization/coordinate-systems-and-up-axis.md.references/streaming-vs-local/README.md), build the base viewer with the
matching recipe (references/ovui-local-viewer-recipe/README.md or
references/streaming-viewer-recipe/README.md), then layer
references/cae-cfd-visualization/README.md (data → operators → USD authoring →
scene) and wire controls via
references/cae-cfd-visualization/driving-cae-viz-via-ovstage.md.references/conventions.md.references/validation.md.For all new viewer applications, read these before renderer, scene, interaction, or delivery references:
references/ovstage-runtime/README.md — runtime ownership, ordinals, publication, and recovery.references/ovstage-population/README.md — composed USD population and scene generations.references/ovstage-data-plane/README.md — queries, writes, transforms, and runtime DTOs.references/ovstage-ovrtx-integration/README.md — attached renderer loop and runtime integration contract.まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and multi-GPU DataFrame workloads.
日本語の概要は準備中です。原文の説明を表示しています。
Customize NVIDIA Nemotron Voice Agent's Generic Pipecat example for healthcare appointment, five-field patient intake, or custom tool-calling workflows without a separate backend.
日本語の概要は準備中です。原文の説明を表示しています。
Calibrate a new dataset from live RTSP camera streams via the AutoMagicCalib REST API. Use when the user provides RTSP URLs or asks to calibrate live cameras; VIOS records clips, AMC ingests them, then runs calibration.
日本語の概要は準備中です。原文の説明を表示しています。
Run end-to-end calibration on the shipped sample dataset (sdg_08_2_sample_data_010926.zip) against a running AMC microservice. Use when user says 'test sample dataset', 'run sample calibration', 'verify AMC install', or 'launch and test'.
日本語の概要は準備中です。原文の説明を表示しています。
Calibrates pre-recorded `cam_*.mp4` datasets through the AutoMagicCalib REST API. Use for user-supplied local MP4s; route live RTSP streams to `amc-run-rtsp-calibration`.
日本語の概要は準備中です。原文の説明を表示しています。
Launch AutoMagicCalib microservice and web UI from NGC release images via Docker Compose. Use when user says 'deploy auto calibration', 'launch auto calibration', 'launch AMC', 'start MS+UI', or 'set up auto-magic-calib'. Requires NGC API key.
日本語の概要は準備中です。原文の説明を表示しています。