AI YouTube Summarizer with Ollama and LangChain on Local

Описание: In this video, let's go through our AI YouTube Summarizer powered by Ollama, Llama, and LangChain. Furthermore, We have three methods to handle challenges in summarization of long YouTube videos.

⭐️What You'll Learn:
Walkthrough code of AI YouTube Summarizer
Using AI models from Ollama
Text Splitting and Chunk size
LangChain summarization chains: Map-Reduce + Refine

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🎬Quick navigation:
00:40 Coding walkthrough
05:34 Coding demo
05:46 Tab 1: YouTube link and getting transcripts
06:28 Tab 2: Summarize. Choosing models, temperature. Text Splitting and Chunk size.
07:07 Map-Reduce LangChain method-Intro
07:30 Summary of Challenges in Summarization Tasks: Long Input Text and Response Cut-off.
07:47 Customizing prompts
08:37 Map-Reduce Manual method-Intro
09:18 Refine method-Intro
09:35 Demo

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