GraphRAG - Unleashing the Power of Knowledge Graphs with LLMs
Offered By: The Machine Learning Engineer via YouTube
Course Description
Overview
Explore GraphRAG, an innovative AI-based content interpretation and search capability that combines Large Language Models (LLMs) with knowledge graphs. Learn how this powerful tool parses data to create structured knowledge representations and efficiently answer user questions about private datasets. Dive into the GraphRAG project, a comprehensive data pipeline and transformation suite designed to extract meaningful, structured information from unstructured text using LLMs. Gain insights into the integration of knowledge graphs with natural language processing techniques, and discover how this approach enhances information retrieval and understanding. Access the accompanying Jupyter notebook to get hands-on experience with GraphRAG implementation and explore its potential applications in data science and machine learning.
Syllabus
RAG: GraphRAG. Unleashing the Power of Knowledge Graphs with LLMs #datascience #machinelearning
Taught by
The Machine Learning Engineer
Related Courses
Pinecone Vercel Starter Template and RAG - Live Code Review Part 2Pinecone via YouTube Will LLMs Kill Search? The Future of Information Retrieval
Aleksa Gordić - The AI Epiphany via YouTube RAG But Better: Rerankers with Cohere AI - Improving Retrieval Pipelines
James Briggs via YouTube Advanced RAG - Contextual Compressors and Filters - Lecture 4
Sam Witteveen via YouTube LangChain Multi-Query Retriever for RAG - Advanced Technique for Broader Vector Space Search
James Briggs via YouTube