Skills

Vss Generate Video Report Rag

Generates VSS video summary reports with LVS HITL and optional Enterprise RAG document...

Install

npx skills add NVIDIA-AI-Blueprints/video-search-and-summarization --skill vss-generate-video-report-rag -g -a claude-code -y
Category
AI and agents
Updated
4d ago
License
Apache-2.0
Context cost
Mediumabout 2,585 tokens
Runs scripts
No, instructions only

What it does

Generates VSS video summary reports with LVS HITL and optional Enterprise RAG document grounding. Trigger when the user asks for a frag/RAG-assisted video report, knowledge-enhanced analysis, or Enterprise RAG context in a video summary.

VSS Generate Video Report RAG, Video Analysis with Enterprise RAG

Generate video summary reports using the LVS profile's RAG-enabled agent config. This skill adds Enterprise RAG document grounding and guided human-in-the-loop (HITL) parameter collection on top of the VSS agent.

Always run curl commands yourself; never instruct the user to run them.

Enable Enterprise RAG on the LVS Profile

The repository ships the RAG-enabled LVS agent config at deploy/docker/developer-profiles/dev-profile-lvs/vss-agent/configs/config_rag.yml. It is a superset of the default LVS config: regular caption retrieval remains enabled, and frag_retrieval adds Enterprise RAG document grounding.

Use the normal /vss-build-vision-ai workflow for deployment. The source .env and overrides.env remain read-only; initialize generated.env from overrides.env and apply non-secret overrides there. generated.env is ignored by the repository, but it is still a plaintext file: do not commit it, paste it into logs, or store long-lived credentials there. Prefer a vault, Docker secrets, or ephemeral shell environment variables for API keys.

Step 1: Configure the generated env file

REPO=${REPO:-$(git rev-parse --show-toplevel)}
cd "$REPO"
cp deploy/docker/developer-profiles/dev-profile-lvs/overrides.env \
  deploy/docker/developer-profiles/dev-profile-lvs/generated.env

Set these non-secret values in generated.env:

  • HOST_IP, host IP (hostname -I | awk '{print $1}')
  • VSS_AGENT_CONFIG_FILE=./deploy/docker/developer-profiles/dev-profile-lvs/vss-agent/configs/config_rag.yml
  • RAG_SERVER_URL, Enterprise RAG server HTTP endpoint (defaults to http://rag-server:8081/v1)
  • KNOWLEDGE_COLLECTION, default Enterprise RAG collection for frag_retrieval
Read the whole SKILL.md on GitHub

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