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AI Agents

VideoAgent

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[EMNLP2026] "VideoAgent: All-in-One Agentic Framework for Video Understanding and Editing, and Remaking"

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A multimodal agent framework that plans tool workflows for video understanding, retrieval, editing, and generation. It supports natural-language tasks such as video Q&A, summarization, clip editing, and creative remakes.

Use Cases

Ask questions about video contentSummarize videosRetrieve relevant video segmentsAutomatically edit video clipsCreate video overviewsRemake videos from promptsGenerate commentary videosCreate meme and music videosAdapt videos across languages

Built With

Language
Python
Frameworks
PyTorch · Transformers · Diffusers · Gradio · FastAPI

Tags

video agent · multimodal · video understanding · video editing · video generation · audio editing · workflow planning · tool use · self-reflection · video summarization · video retrieval

VideoAgent — Vibe Coding Discover