How To Create a Serverless AI Chatbot with RAG and LangChain.js

 

We're still at the beginning of exploring what we can do with generative AI, and the field is moving fast, very fast!

And when things move fast, you need to be able to experiment and iterate quickly. First to validate your ideas with a prototype, then to scale up to production if it works.

In this article, we'll show you how LangChain.js, Ollama with Mistral 7B model, and Azure can be used together to build a serverless chatbot that can answer questions using a RAG (Retrieval-Augmented Generation) pipeline. 
We'll see first how you can work fully locally to develop and test your chatbot, and then deploy it to the cloud with state-of-the-art OpenAI models.

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