Vector Embeddings Tutorial – Create an AI Assistant with GPT-4 & Natural Language Processing
via freeCodeCamp
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This tutorial introduces vector and text embeddings, shows how to generate text embeddings with OpenAI and connect them to a vector database, and uses LangChain to build an AI assistant.
Syllabus
⌨️ Introduction
⌨️ What are vector embeddings?
⌨️ Text embeddings
⌨️ What are vector embeddings used for?
⌨️ How to generate our own text embedding with OpenAI
⌨️ Vectors and databases
⌨️ Getting our database set up
⌨️ Langchain
⌨️ Let’s build an Ai Assistant
Taught by
freeCodeCamp.org
Reviews
4.5 rating, based on 2 Class Central reviews
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It was very well explained how to execute it, and the examples were great. I just missed the vector cosine explanation, I think it would be a great benefit if that would have taken a bit more time to let really sink in how vector space works and what the cosine truly means.
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must say it exceeded my expectations. The course provided a comprehensive and hands-on approach to understanding vector embeddings, leveraging GPT-4, and diving into the fascinating world of Natural Language Processing. The instructor's explanatio…