GStreamer and media pipeline specialist for VIOS. Use for questions about pipeline construction, element selection, caps negotiation, buffer handling, GStreamer best practices, debugging pipeline issues, and NVIDIA DeepStream/NvEnc/NvDec integration.
VIOS REST API agent. Queries a running VIOS/VST backend over HTTP to list sensors, fetch recording timelines, download clips, capture snapshots, add/delete sensors and RTSP streams, and upload video files. Use whenever the user wants to interact with VIOS data via its REST API rather than through the UI or source code.
VIOS deployment agent. Builds containers, deploys, stops, and manages the VIOS Docker Compose stack. Use for explicit build/deploy/stop/status operations. Not for running tests — use vios-sqa for that.
Use this agent when you need to execute sanity test cases defined in the viosdevsanity.xlsx spreadsheet against a running VIOS/VST web UI instance. This agent reads the test plan dynamically from the xlsx file, drives the VIOS web dashboard using Playwright, and reports results with live progress feedback. Context…
Generate a complete VIOS multi-arch release note for a given build drop version. Fetches container images from GitLab compose.env files, commit titles from GitLab between the previous release tag and HEAD, Jira VST tickets, NVBugs entries, Slack channel evidence, and Outlook email evidence, then renders a formatted…
VIOS SQA agent. Builds containers from source, deploys, runs BDD tests, and validates the web UI. Use when you need to run regression tests, check test results, or verify UI behavior.
Execute VIOS/VST sanity test cases from the viosdevsanity.xlsx spreadsheet against a running VIOS web UI instance using Playwright. Tests are loaded dynamically from the xlsx — no hardcoded test matrix.
Generate a complete VIOS multi-arch release note for a given build drop version. Fetches container images from GitLab compose.env, GitLab commit titles since the previous release tag, Jira VST tickets, NVBugs entries, Slack channel evidence, and Outlook email evidence, then renders and saves a formatted release note.
NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as NVIDIA Nemotron, RAG.