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Building a WebApp to Summarize YouTube Reviews with LLMs

AssemblyAI via YouTube

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Overview

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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.

Syllabus

Introduction
Setting up AssemblyAI’s LeMUR
Overview of the project
Searching YouTube with a keyword
Display videos to the user
Strip the audio from the videos
Send audio data to AssemblyAI
Generate pros and cons with Claude 3.5
Other models you can use
Let’s see the results
Future work
Cost of this application
Watch next: build a voice translator
Conclusion

Taught by

AssemblyAI

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