DomainMind

by SalmanFarizN · indexed from github

DomainMind: Enhance Local LLMs with RAG DomainMind integrates Retrieval-Augmented Generation (RAG) with local Large Language Models (LLMs) to answer domain-specific questions using a custom knowledgebase. It ensures privacy by running entirely offline and adapts LLMs to specialized fields like scientific research.

DomainMind is a demonstration project showing how a local Large Language Model (LLM) can be enhanced with Retrieval-Augmented Generation (RAG) to answer questions using a custom, domain-specific knowledgebase. In this case, the knowledgebase consists of scientific articles and books from a PhD bibliography, enabling the LLM to provide informed responses grounded in specialized literature it was not originally trained on.

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Capabilities

llmresearchrag

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