Knowledge Graphs

AI Generative AI Large Language Models

GraphRAG Open-Source Release Announcement

GraphRAG is a research project from Microsoft exploring the use of knowledge graphs and large language models for enhanced retrieval augmented generation. It is an end-to-end system for richly understanding text-heavy datasets by combining text extraction, network analysis, LLM prompting, and summarization.

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AI

How to Summarize YouTube Channel Videos with a Knowledge Graph and AI

In this video, Nodus Labs demonstrates how you can use https://infranodus.com to summarize YouTube videos of any channel using a knowledge graph and AI. We use the example of the Y Combinator (@ycombinator) popular channel for startup founders. First, I create a knowledge graph representation of this content, which shows me the main ideas they’re […]

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AI Large Language Models

GraphRAG: LLM-Derived Knowledge Graphs for RAG

This video is from Alex Chao. GraphRAG is a research project from Microsoft exploring the use of knowledge graphs and large language models for enhanced retrieval augmented generation. It is an end-to-end system for richly understanding text-heavy datasets by combining text extraction, network analysis, LLM prompting, and summarization.

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AI Generative AI Large Language Models Python

How to Build Knowledge Graphs With LLMs (python tutorial)

This video is from Johannes Jolkkonen | Getting Data. My previous video, showcasing how to use Large Language Models (LLMs) together with graph databases like Neo4J, had a lot of traction and many people were asking for details on the implementation. So, here’s a technical walkthrough from scratch, going through how I built the demo […]

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