Build your own data-driven AI chatbot with JavaScript (Retrieval Augmented Generation Tutorial)

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

[asderex]

Excellent tutorial, thanks Kristian! I love the short (concept dense) format.

[lirantal]

Really enjoyed learning through this video about LangChainJS and Cloudflare AI's stack. Thanks for putting this together, Kristian!

[pranavmaheshwari]

Excellent tutorial
But i encounter an error
Tried a lot to solve this error but failed to do so
Looking forward for your support

[jens]

There is an editing error in your video. The part with the installation of langchain is duplicated.