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HKUDS

VideoAgent

All-in-one agentic framework for video: understanding and summarization, clip editing, and generative remaking, driven end-to-end through natural-language conversation.

1,445 201 Python MITupdated 13 days ago
visionagents
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Curator's take

From HKUDS (the lab behind LightRAG): describe what you want — 'summarize this lecture', 'cut the highlights', 'remake this as a trailer' — and the agent plans tool use across understanding, editing and generation in one conversational loop. The breadth is the differentiator; nothing else open-source covers understand+edit+remake together. NOT a video model itself — it orchestrates underlying multi-modal models, so quality and cost track what you plug in; young codebase from an academic group, expect research-grade edges rather than product polish.

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README.md

🌟 Comprehensive Video Intelligence:
An All-in-One Framework for Understanding, Editing, and Generation

   


HKUDS%2FVideoAgent | Trendshift

📹 Demo Video

In this video, we demonstrate how to use VideoAgent to:

  • Clearly articulate user requirements
  • Achieve ​intent analysis and ​autonomous tool use & planning
  • Create ​multi-modal products, including detailed workflows
  • Fully automatic generation of video overview

🚀 Key Features

🧠 - Understanding Video Content
Enable in-depth analysis, summarization, and insight extraction from video media with advanced multi-modal intelligence capabilities.

✂️ - Editing Video Clips
Provide intuitive tools for assembling, clipping, and reconfiguring content with seamless workflow integration.

🎨 - Remaking Creative Videos
Utilize generative technologies to produce new, imaginative video content through AI-powered creative assistance.

🔧 - Multi-Modal Agentic Framework
Deliver comprehensive video intelligence through an integrated framework that combines multiple AI modalities for enhanced performance.

🚀 - Seamless Natural Language Experience
Transform video interaction and creation through pure conversational AI - no complex interfaces or technical expertise required, just natural dialogue with VideoAgent.

graph TB
    A[🎬 VideoAgent Framework] --> B[🧠 Video Understanding & Summarization]
    A --> C[✂️ Video Editing]
    A --> D[🎨 VIdeo Remaking]
    
    B --> B1[Video Q&A]
    B --> B2[Video Summarization]
    
    C --> C1[Movie Edits]
    C --> C2[Commentary Video]
    C --> C3[Video Overview]
    
    D --> D1[Meme Videos]
    D --> D2[Music Videos]
    D --> D3[Cross-Cultural Comedy]
VideoAgent Director Funclip NarratoAI NotebookLM
Beat-synced Edits ✅ ✅ ✅ — —
Storytelling Video ✅ — — — —
Video Overview ✅ ✅ ✅ ✅ ✅

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