Build your own data-driven AI chatbot with JavaScript (Retrieval Augmented Generation Tutorial)
Find the source code on GitHub: https://github.com/kristianfreeman/re...
00:00 Introduction
00:36 Creating a new project
02:12 Adding Langchain
03:05 How to generate Vectors
06:28 Explaining how Vectors and Embeddings work
07:59 Creating a Vectorize database
11:28 Storing Vectors in Vectorize
13:25 Explaining the full Vector search
15:33 Understanding similarity search and the K value
18:56 Adding an LLM Chain using ChatGPT
21:55 Using the finished product
24:29 Conclusion
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