This Repository hosts a WIP idea, exercise caution while forking/cloining/downloading the code.
FreshKnowledge is a concept for an AI-powered tool that helps learners follow older instructional videos by automatically detecting where content is outdated and providing updated explanations. The idea is to make sure that even if a tutorial was created years ago, people can still use it confidently with the most current knowledge.
- Takes a YouTube tutorial (or any instructional video)
- Converts the audio to text (transcript)
- Uses AI to compare the tutorial’s content with current best practices, tools, or APIs
- Highlights what has changed
- Provides updated instructions or explanations to help the viewer follow along
✅ Helps people avoid confusion when tutorials contain outdated steps
✅ Saves time by automatically showing what has changed
✅ Makes learning more efficient, especially in fast-changing fields like coding, data science, or software use
✅ Extends the usefulness of existing video tutorials without needing to re-record them
1️⃣ Input a video URL or upload a file
2️⃣ The tool transcribes the audio
3️⃣ AI analyzes the steps and instructions
4️⃣ The tool checks for changes in methods, tools, or APIs
5️⃣ A clear report is generated showing updates and differences
👉 This is currently an idea and concept draft.
👉 The goal is to build a basic prototype that can:
- Extract a transcript from a video
- Compare it to updated information
- Provide clear difference explanations
If you’re interested in helping with ideas, AI prompts, coding, or anything else — feel free to fork the repo or open an issue!
MIT License
Created by glorious_mentat