Creator Catalyst：AI 內容再利用平台
Creator Catalyst: AI-Powered Content Repurposing Platform
Creator Catalyst 可將一段長影片轉製成字幕、短片、網誌及社交平台內容，並生成標題和縮圖，整理成可供發布的素材。平台會以影片逐字稿核對 AI 生成內容中的主張，並附上 [Source: MM:SS] 時間戳，以防模型幻覺。項目以 Streamlit、Gemini 和 FFmpeg 建構，並支援 Gemini、OpenAI 及本地 Ollama 模型。
AI-powered tool that turns one long-form video into captions, shorts, blog posts, social content, titles and thumbnails, with fact-grounding to prevent hallucinations. Built with Streamlit, Gemini & FFmpeg. 🏆 Jury’s pick, AI Demos Hackathon. Hacktoberfest welcome! 🎃
About this project
Creator Catalyst solves the biggest time sink in the creator economy: repurposing content. Upload one long-form video and it generates a ready-to-publish toolkit in minutes:
SRT captions with accurate timestamps
Viral shorts ideas, auto-clipped with FFmpeg
Blog posts and social posts tuned to YouTube, LinkedIn, X, Instagram and TikTok
Click-worthy titles and AI-generated thumbnails
SEO keywords and engagement score predictions
What sets it apart is fact-grounding. Every AI-generated claim is checked against the video transcript and cited with a [Source: MM:SS] timestamp, so creators publish content they can trust.
It also includes a local SQLite history browser, a credits system, AI usage monitoring with rate limiting, a CLI, and one-click ZIP export. It supports Gemini, OpenAI, and local Ollama models.
Looking for contributors to help with: tests, new platform support, better grounding accuracy, docs, CI/CD, and UI polish. Check the issues labeled hacktoberfest and good first issue.
🔗 GitHub:https://github.com/DhanushGowdaDev/Creator-Catalyst
⭐ If you find it useful, please star the repo!
來源：DEV Community · dev.to