{"slug": "building-a-videoagent-style-multi-agent-system-intent-parsing-graph-planning-and", "title": "Building a VideoAgent-Style Multi-Agent System: Intent Parsing, Graph Planning, and Tool Routing for Video Editing Tasks", "summary": "A tutorial reconstructs the VideoAgent multi-agent pipeline for video editing, integrating intent parsing, graph planning, tool routing, and textual-gradient optimization with FFmpeg, Whisper, and other tools. The system enables natural-language-driven video question answering, summarization, and editing.", "body_md": "In this tutorial, we reconstruct the VideoAgent workflow as a runnable, API-key-free multi-agent pipeline. We build an intent parser, an agent library, a tool router, a graph planner, and a textual-gradient optimizer that repairs the execution graph. We wire these planning components to FFmpeg, Whisper transcription, scene detection, keyframe sampling, captioning, cross-modal indexing, and beat-synced editing. By the end, we have a system that answers questions about a video, summarizes it, and produces edited artifacts from natural-language instructions.\n\nThe post [Building a VideoAgent-Style Multi-Agent System: Intent Parsing, Graph Planning, and Tool Routing for Video Editing Tasks](https://www.marktechpost.com/2026/07/13/building-a-videoagent-style-multi-agent-system-intent-parsing-graph-planning-and-tool-routing-for-video-editing-tasks/) appeared first on [MarkTechPost](https://www.marktechpost.com).", "url": "https://wpnews.pro/news/building-a-videoagent-style-multi-agent-system-intent-parsing-graph-planning-and", "canonical_source": "https://www.marktechpost.com/2026/07/13/building-a-videoagent-style-multi-agent-system-intent-parsing-graph-planning-and-tool-routing-for-video-editing-tasks/", "published_at": "2026-07-13 18:30:30+00:00", "updated_at": "2026-07-13 18:48:27.815135+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-agents", "natural-language-processing", "computer-vision", "ai-tools"], "entities": ["VideoAgent", "FFmpeg", "Whisper", "MarkTechPost"], "alternates": {"html": "https://wpnews.pro/news/building-a-videoagent-style-multi-agent-system-intent-parsing-graph-planning-and", "markdown": "https://wpnews.pro/news/building-a-videoagent-style-multi-agent-system-intent-parsing-graph-planning-and.md", "text": "https://wpnews.pro/news/building-a-videoagent-style-multi-agent-system-intent-parsing-graph-planning-and.txt", "jsonld": "https://wpnews.pro/news/building-a-videoagent-style-multi-agent-system-intent-parsing-graph-planning-and.jsonld"}}