Vector Embeddings & AI Assistant with GPT-4 & LangChain 🤖

Learn to use vector embeddings to build AI assistants with GPT-4 API, LangChain, and NLP in this comprehensive tutorial.

Vector Embeddings & AI Assistant with GPT-4 & LangChain 🤖
freeCodeCamp.org
288.6K views • Sep 13, 2023
Vector Embeddings & AI Assistant with GPT-4 & LangChain 🤖

About this video

Learn about vector embeddings and how to use them in your machine learning and artificial intelligence projects. Learn how to create an AI assistant with vector embeddings. You'll use OpenAI's GPT-4 API, LangChain, and Natural Language Processing techniques (NLP).

✏️ Course created by @aniakubow

❤️ Try interactive AI courses we love, right in your browser: https://scrimba.com/freeCodeCamp-AI (Made possible by a grant from our friends at Scrimba)

⭐️ Contents ⭐️
⌨️ (00:27) Introduction
⌨️ (01:49) What are vector embeddings?
⌨️ (02:14) Text embeddings
⌨️ (07:58) What are vector embeddings used for?
⌨️ (11:05) How to generate our own text embedding with OpenAI
⌨️ (14:37) Vectors and databases
⌨️ (16:02) Getting our database set up
⌨️ (18:05) Langchain
⌨️ (19:24) Let’s build an Ai Assistant

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Video Information

Views

288.6K

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Duration

36:23

Published

Sep 13, 2023

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