https://github.com/dotaadarsh/cognitube

Cognitive + YouTube
https://github.com/dotaadarsh/cognitube

openai python streamlit youtube

Last synced: about 1 month ago
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Cognitive + YouTube

• Host: GitHub
• URL: https://github.com/dotaadarsh/cognitube
• Owner: dotAadarsh
• Created: 2022-12-09T19:04:21.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2023-05-17T02:16:11.000Z (over 1 year ago)
• Last Synced: 2023-05-17T03:23:20.316Z (over 1 year ago)
• Topics: openai, python, streamlit, youtube
• Language: Python
• Homepage: https://cognitube.streamlit.app/
• Size: 50.8 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
## CogniTube | Cognitive + YouTube

### Inspiration

Over the past few months, AI has been booming and new project are coming out day by day. ChatGPT, Nvidia’s Magic3D, Stable diffusion and more awe-some projects are released. I just came an idea with why not implement AI in videos. The goal is to create a complete AI enhanced platform for videos.

### What it does

CogniTube is an application that implements AI to the video and provides transcript, summary, resources, translation, AI generated blog and export options.

### How I built it

Initially I've created a [GitHub project board](https://github.com/users/dotaadarsh/projects/15) to keep track on what to do. Then I've implemented each feature one-by-one with the following technologies:

- [youtube-dl](https://github.com/ytdl-org/youtube-dl/blob/master/README.md#readme) - To download YouTube videos

- [Deepgram](https://deepgram.com/) - Implemented Automatic Speech Recognition (ASR) technology to extract transcript, summary and topics.

- [Streamlit](https://streamlit.io/) - Time's running! So for faster UI developement, Streamlit comes into play.

- [OpenAI](https://openai.com/) - With the next-gen powerful AI models, we are able to create a blog posts based on the transcript and also extract the relevant information mentioned in the video. 

- [Gitpod](https://www.gitpod.io/) - It provides me a complete dev environment. 

### Challenges we ran into

- Parsing JSON data - Thanks to StackOverflow!

- Exposed the API Key - GitGuardian informed it!

### Accomplishments that we're proud of

- TL;DW - Too Long Did'nt Watch | Now you can read what's the video is all about!

- Translate to different languages | வெவ்வேறு மொழிகளில் மொழிபெயர்க்க முடியும்

- Topics, Keywords, and external links - Extracts brands, topics and keywords

- Create AI generated blogs - Blogs reimagined!

- Export to audio and PDF - Share as you wish!

### What I've learned

- Learned about ASR

- Explored API's

- Some new Python techniques and concepts

- Streamlit features

### What's next for CogniTube

- Platform for content creator to work on their videos

- Use AI to create content and simplifies their work

- Integrate various platforms

- Analyze feedbacks and audiences

*The thumbnail is created by AI*