vss-frag

Generate video summary reports using Long Video Summarization and Milvus knowledge retrieval.

1.8k|370|Updated Oct 22, 2024
One-click install
npx skills add https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization --skill vss-frag
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: vss-frag
Source: https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization/tree/main/skills/vss-frag
Command: npx skills add https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization --skill vss-frag

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill enables users to create detailed video summary reports by leveraging advanced video analysis extensions that incorporate enterprise knowledge retrieval and human-in-the-loop parameter collection.

Core Features & Use Cases

  • Automated Video Reporting: Generates comprehensive reports for videos using Long Video Summarization (LVS) with integrated enterprise RAG capabilities.
  • Knowledge-Driven Insights: Retrieves relevant enterprise data via Milvus as part of the report, enhancing analysis context.
  • Use Case: In surveillance, quickly analyze hours of footage for specific events, generate summaries, and incorporate organizational knowledge to support decision making.

Quick Start

Use the vss-frag skill to generate a video report by providing the video details and desired analysis parameters through the defined HTTP prompts.

Frequently Asked Questions about vss-frag

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate video summary reports with enterprise knowledge integration?

To generate video summary reports with enterprise knowledge, provide video details and analysis parameters via HTTP prompts to extract insights and retrieve organizational data for tailored reporting.

Does video analysis and summarization work with Milvus for enterprise RAG?

Yes, video summarization with enterprise RAG works with Milvus by retrieving relevant organizational data during analysis, enhancing the context and depth of automated video reporting.

Can I use human-in-the-loop parameter collection for video analysis reporting?

Yes, you can use human-in-the-loop parameter collection to tailor video analysis reporting by integrating human feedback mechanisms to refine summaries and decision support outputs.

What is the best way to analyze long surveillance footage for specific events?

The best way to analyze long surveillance footage is using Long Video Summarization to quickly extract specific events, generate summaries, and incorporate enterprise knowledge for decision support.

Do I need Milvus to extract video insights and enterprise knowledge for reports?

Yes, you need Milvus for knowledge retrieval and integration to extract enterprise data, which provides the necessary context for generating comprehensive video analysis reports.

What are the limitations of automated video reporting without enterprise knowledge?

Automated video reporting without enterprise knowledge lacks organizational context, limiting its ability to support decision-making within workflows and reducing the relevance of extracted insights.