Building a VideoAgent-Style Multi-Agent System: Intent Parsing, Graph Planning, and Tool Routing for Video Editing Tasks

Short summary

This tutorial reconstructs the VideoAgent workflow as a multi-agent pipeline with no API keys required. It covers intent parsing, an agent library, tool routing, graph planning, and a textual-gradient optimizer that repairs execution graphs. The system connects to FFmpeg, Whisper transcription, scene detection, and beat-synced editing to answer video questions, summarize content, and produce edited artifacts from natural language.

• •Reconstructs VideoAgent as a key-free multi-agent pipeline
• •Covers intent parsing, graph planning, tool routing, and optimization
• •Wires planning components to FFmpeg, Whisper, and scene detection for video tasks

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