rect by ladderly 🚀
What's the point of rect? There are four points, as in a rectangle!
Rect is an AI-powered tool for transforming social content into educational material!
Rect takes short-form social media content as an input, and produces four kinds of educational output material. Specifically, Rect is an AI-powered assistant that will produce flash cards, quizzes, slideshows, and a chatbot assistant.
Rect accomplishes this by applying LLM transformation onto transcripted social media content like YouTube shorts, TikTok videos, Instagram reels, and more!
This application is an entry into the 2023 Supabase Hackathon on the theme of AI.
Get Rect!! or smth... plz pr a better tagline
~20 hour long YouTube Playlist for hackathon live coding here!
table of contents 📚
- background
- design
- running the app
- contributing
- misc notes
background ✨
This application is an entry into the 2023 Supabase Hackathon on the theme of AI.
This solves a meaningful problem for open source educational development at Ladderly.
Specifically, open source educational content in the ladderly-slides repository is sourced mainly from social media messages from John Vandivier, a TikTok Tech influencer and educator. This project automates the laborious work of transforming TikTok videos into four always-synchronized educational outputs:
- Slides for Ladderly-Slides
- Flash Cards
- Quizzes
- A Conversational AI Agent
The term rect comes from the fact that this application has four main points, or purposes, which are those four items named above.
design 🧑🎨
Rect is a monorepo combining a Blitz.js app and Python scripts for data engineering.
The main use case is to combine these tools, but you could use them independently if you want.
The ui Blitz.js app, which is actually a fullstack TypeScript app, empowers users to consume educational material, study, learn, take exams, and showscase those accomplishments in a public profile.
The be Python logic takes YouTube Shorts specified into educational curriculum units and produces output that can serve as seed data for the ui app, or used for other purposes.
Both the be and ui folders have their own additional README.md files with more detail!
How can this app support sources other than YouTube Shorts? Through Repurpose.io! Content creators on all sorts of short-form content platforms can leverage that tool to get their content into YouTube Short form, and rect can take it from there.
In the future, be could be extended to directly use OpenAI's Whisper, or other tools, to generate content directly from other sources without using Repurpose.io or the YouTubeTranscriptApi.
how are we using supabase?
Currently, rect-ui uses Supabase as a runtime data store for authentication, storing quizzes, allowing users to take quizzes, save the results of their quiz attempts, and which quizzes they have passed. This is well-positioned for feature-rich extension in the future.
contributing 💖
Create a GitHub issue: To report a bug 🐞, suggest a new feature 🌟, or request assistance 🙋, create a GitHub issue in the Rect repository. This is the primary method for communication and collaboration on this project.
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Join the Ladderly Discord server: If you have any questions or need further assistance, you can reach out on the Ladderly Discord server. This is an excellent platform for discussing ideas 💡, getting help 🆘, or collaborating with other contributors. To join the server, please follow this link: https://vandivier.github.io/not-johns-linktree/
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Before submitting a pull request, verify that your changes align with the project's roadmap and goals. For large changes, it will help to expedite 🏎️💨 code review and merge if you talk with John or other maintainers first. This is a suggestion, not a hard requirement. If you're interested in becoming a maintaer, give use a shout 🗣️ on the Discord mentioned above!
misc notes 📝
- we're on the waitlist for copilot4prs and copilot for documentation