Retrieval Augmented Generation (RAG)

Summarizing Reviews at Scale: Leveraging LLM, Pinecone, and LangChain with Konko AI.

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This is a guide about synthesizing reviews at scale using an LLM (via Konko AI), a vector database (pinecone) and LangChain.

Specifically, we will use Retrieval Augmented Generation (RAG) to give Llama 2 the context it needs to summarize customer reviews for two products from Amazon (2k+ reviews each).

📌 Code Notebook

Updated 10 months ago