LLM ChatBot Augmented with Enterprise Knowledge

This video demonstrates how one can use an open supply pre-trained instruction-following LLM (Giant Language Mannequin) to construct a ChatBot-like internet software. The responses of the LLM are enhanced by giving it context from an inside data base. This context is retrieved through the use of an open supply Vector Database to do semantic search.

All of the parts of the applying (data base, context retrieval, immediate enhancement LLM) are operating inside CML. This software doesn’t name any exterior mannequin APIs nor require any extra coaching of an LLM. The data base offered on this repository is a slice of the Cloudera Machine Studying documentation.Study extra at cloudera.com

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