YouTube Content Engine
YTCE is a vertically integrated solution designed specifically for the algorithmic requirements of high-volume YouTube, Shorts, and TikTok channels.
Engineering-First Content
We believe modern content creation is an engineering problem. YTCE solves this by treating scripts as verified data and assets as structured components, moving away from "creative writing" to "content assembly."
Precision Workflow
From RAG-powered script generation to granular asset hunting, every step is optimized to reduce editing time by up to 80%. We handle the boring parts so you can focus on the final cut.
Most AI tools are wrappers. YTCE is a workstation. We don't just generate text; we verify it against trusted sources. We don't just find images; we construct a coherent visual timeline.
How It Works
1. The Brain (RAG Engine)
When you start a project, YTCE doesn't just guess. It queries our vector database (LightRAG) containing verified wikis, transcripts, and technical docs. It retrieves factual chunks and injects them into the Gemini 1.5 Pro model context window. This ensures your script about "Frieren" actually knows who "Aura" is.
2. The Factory (Writer & Hunter)
The script is broken down into modular scenes. For each scene, the AI analyzes the visual requirements and generates search queries. The "Hunter" module then scrapes multiple search engines (Google Images, Bing, SearXNG) to find high-resolution candidates for every single line of dialogue.
3. The Packer (Export)
Once approved, assets are renamed chronologically (e.g., `01_02_DemonKing.png`). We generate the TTS audio for the narration. Finally, everything is zipped into a standardized folder structure that your video editor can drag directly into their timeline, saving hours of manual file management.
How to Use YTCE
Initialize Project
Click "New Project" on the dashboard. Enter a title and a brief premise. Select your visual style (e.g., Documentary) and video format.
Review Script (Writer Tab)
The AI will generate scenes based on the Knowledge Base. Use the "Regenerate" button on specific scenes to tweak the wording. Split scenes if they are too long.
Select Assets (Hunter Tab)
Go to the Hunter tab. Click on asset slots to search for images/videos. Select the best candidate to "Lock" it. Add new slots if you need more visuals for a scene.
Export (Packer Tab)
Generate the voiceover audio. Check the timeline visualization for any gaps. Click "Download Pack" to get your project file.