Featured Post
What Is GraphRAG?
Dec 05 10 mins read
GraphRAG is a powerful retrieval mechanism that improves GenAI applications by taking advantage of the rich context in graph data structures. Enterprise GenAI systems face a critical challenge: the need for trustworthy and reliable results. Pure large language model (LLM)-based solutions... read more
This Week in Neo4j: Knowledge Graph, Podcast, Llamaindex, SQL/GQL and more
Aug 10 3 mins read
Welcome to This Week in Neo4j, your weekly fix for news from the world of graph databases! In this edition, we stroll through the history of SQL iterations to curve back to the recently published ISO standard GQL for querying property graphs. We also discover how to build a Healthcare... read more
This Week in Neo4j: GenAI, MEAN stack, Knowledge Graph, Ransomware and more
Jul 27 3 mins read
Welcome to This Week in Neo4j, your weekly fix for news from the world of graph databases! Recently, Neo4j hosted a GenAI gathering in San Francisco to discuss how much is real, what the experiences are, and where we must learn and investigate more about the hottest topic in tech these days.... read more
What Is a Knowledge Graph?
Jul 22 11 mins read
A knowledge graph is an organized representation of real-world entities and their relationships. It is typically stored in a graph database, which natively stores the relationships between data entities. Entities in a knowledge graph can represent objects, events, situations, or concepts. The... read more
This Week in Neo4j: GraphRAG, Visualization, GraphGeeks, CSV Import and more
Jul 20 2 mins read
Welcome to This Week in Neo4j, your weekly fix for news from the world of graph databases! This week, the GraphRAG Manifesto outlines the advantages of combining graph and RAG. Besides that, we create a visualisation tool with React, listen to the GraphGeeks podcast and go hands-on with CSV... read more
This Week in Neo4j: GraphRAG, Knowledge Graph, Python, Ease of Use and more
Jul 13 3 mins read
Welcome to This Week in Neo4j, your weekly fix for news from the world of graph databases! In this episode, our CTO, Philip Rathle, is interviewed to discuss GraphRAG and GQL. Additionally, we create Knowledge Graphs from Texts and Images, learn how to turn a Relational Database into a Graph... read more
The GraphRAG Manifesto: Adding Knowledge to GenAI
Jul 11 22 mins read
We're Entering the "Blue Links" Era of RAG We are on the verge of realizing that in order to do anything significantly useful with GenAI, you can’t depend only on autoregressive LLMs to make your decisions. I know what you’re thinking: “RAG is the answer.” Or fine-tuning, or... read more
