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1
Introduction
2
Setting up AssemblyAI’s LeMUR
3
Overview of the project
4
Searching YouTube with a keyword
5
Display videos to the user
6
Strip the audio from the videos
7
Send audio data to AssemblyAI
8
Generate pros and cons with Claude 3.5
9
Other models you can use
10
Let’s see the results
11
Future work
12
Cost of this application
13
Watch next: build a voice translator
14
Conclusion
Description:
Learn how to create a webapp that summarizes YouTube product reviews using LLMs in this 12-minute tutorial. Discover how to extract key points from review videos, generating pros and cons lists in seconds. Follow along as the process is broken down step-by-step, from setting up AssemblyAI's LeMUR framework to searching YouTube, stripping audio, and generating summaries using Claude 3.5. Explore the potential of this time-saving tool for making informed purchase decisions, and gain insights into project costs and future improvements. Perfect for developers interested in combining video processing, natural language processing, and web development.

Building a WebApp to Summarize YouTube Reviews with LLMs

AssemblyAI
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