How to Build a WebApp to Summarize YouTube Reviews with LLMs
🔑 Get your free AssemblyAI API key: https://www.assemblyai.com/?utm_sourc...
In this video, we’re creating a webapp that extracts the main points from product review videos on YouTube. This project is inspired by my own experience of seeking out YouTube reviews before making technological purchases. These reviewers offer insights and criteria that I might miss, making their videos invaluable.
However, if you’re short on time but still want to catch the key takeaways, this app generates a pros and cons list in just a few seconds!
We’ll be using AssemblyAI’s LLM framework LeMur for this project. Before you start, head over to https://www.assemblyai.com/?utm_sourc... to get a free API key.
💻 Source code on GitHub: https://github.com/AssemblyAI-Communi...
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00:00 Introduction
00:54 Setting up AssemblyAI’s LeMUR
01:47 Overview of the project
02:58 Searching YouTube with a keyword
05:55 Display videos to the user
06:32 Strip the audio from the videos
07:38 Send audio data to AssemblyAI
08:18 Generate pros and cons with Claude 3.5
09:54 Other models you can use
10:21 Let’s see the results
10:55 Future work
11:23 Cost of this application
11:36 Watch next: build a voice translator
8:00 Conclusion
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