What is Langchain?
ChatGPT is great and one of the most advanced AI product. ChatGPT can perform various kind of tasks and everyone wants to integrate it as ChatBot in their own product. Consider you have a product and need a powerful chatbot like ChatGPT, but it doesn’t have the access to your data.
What do you do in cash case? How do we achieve this?
This is where Langchain comes to the rescue. Langchain is a powerful Large Language model framework. It provides wide range of components to build a ChatBot like ChatGPT. Few of the important component to build RAG pipeline are: Loaders to load external data, Large language models integration, Vector database, Embedding models support, memory, and so on.
Build RAG pipeline using Open Source Large Language Models
In this article, we will implement Retrieval Augmented Generation aka RAG pipeline using Open-Source Large Language models with Langchain and HuggingFace.
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