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YouTube

Langchain Summary and QA with Chromadb Using OpenAI Embeddings and GPT-3 With Token Count

echohive via YouTube

Overview

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This short course demonstrates how to build five LangChain applications for document summarization and question answering with ChromaDB as an OpenAI embeddings vector store and GPT-3 for generation. It covers token counting, custom prompts, and stuff, map-reduce, refine, and map-rerank chains.

Syllabus

Intro and Documnetation:
Installing everything from scratch
Code review for Summary
Code review for Stuff chain type
Code review for Map Reduce chain type
Code review for Refine chain type
Code review for Map Rerank chain type

Taught by

echohive

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