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analytics

video-search-and-summarization: AI Video Insights

Get AI-powered video analytics for your startup with 1.5k+ GitHub stars, built for founders using Python.
1,499 stars317 forksPythonQuality 8/10Updated 6/2/2026100% free ยท open source
What it does

This tool helps startups analyze and extract insights from video content using AI-powered vision agents

When to use it
  • โ€ขWhen you need to automatically identify and tag objects or events in videos
  • โ€ขWhen you want to summarize long videos into shorter, highlights-only versions
  • โ€ขWhen you need to search large video libraries for specific content or patterns
Quick start
  1. 1Clone the GitHub repository and install the required Python dependencies
  2. 2Follow the README instructions to set up a GPU-accelerated environment
  3. 3Choose a reference architecture that aligns with your use case and modify it to suit your needs
  4. 4Test your vision agent with sample video data to ensure it's working as expected
Ready-to-paste prompt
python video_analysis.py --input_video=/path/to/input/video.mp4 --output_summary=/path/to/output/summary.json
Saves to your device

Topics

agents
llm
rag
skills
video-analytics
video-search
vlm
What's inside โ€” free to inspect
No purchase needed

Read the entire source before you build โ€” unlike paid marketplaces that hide it behind a buy button.

9
top-level files
7
folders
101.7M
repo size
Other
license
Key files
.pre-commit-config.yaml
README.md
File tree
.github/
agent/
assets/
deployments/
scripts/
skills/
ui/
.gitattributes
.pre-commit-config.yaml
CODE_OF_CONDUCT.md
CONTRIBUTING.md
LICENSE
LICENSE-3rd-party.txt
LICENSE.DATA
README.md
SECURITY.md
Quick Actions
Details
Creator
NVIDIA-AI-Blueprints
Language
Python
Category
analytics
Published
10/22/2024

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