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Intervention
Deploy a RAG LLM stack with a Knowledge Graph
Use a Knowledge Graph as the source for information retrieval to provide the LLM with correct, scoped, and contextual information.
Improves these Problems
LLM / GPT AI hallucinates incorrect information
Knowledge Graph intelligence not accessible to business users
LLM / GPT AI is not trained on complete, accurate information
Involves these Technologies
Machine Learning (ML)
Artificial Intelligence (AI)
AI is a core discipline at Data Language, with an expert team skilled in machine learning, deep learning, and scalable Production AI engineering. AI is advancing as the key technology that all businesses need to master.
Large Language Model (LLM) AI
A large language model (LLM) is a language model consisting of a neural network with many parameters, trained on large quantities of unlabelled text using self-supervised learning.
Retrieval-Augmented Generation (RAG) with LLMs
RAG is an AI technology pattern that employs large language models (LLMs) to retrieve facts from a specific knowledge base.
