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 Import.
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Alexander Erdl
COMING UP NEXT WEEK!
- Conferences: Find us at Gartner Data&Analytics Summit, Sydney on July 29-30 & THAT Conference, Wisconsin Dells on July 29 – Aug 02
- Meetup: Meet us in Melbourne, AU & Sydney, AU on July 31
- NODES 2024: Register Now! for November 07
- All Neo4j Events: Webinars and More
- GraphSummit Series: Get Connected With Graphs
FEATURED COMMUNITY MEMBER: Mike Morley
Mike is passionate about using technology to augment people’s abilities by creating systems that apply AI to unlock the knowledge that is often trapped inside unstructured data, such as files and documents, found inside all organisations.
Connect with him on LinkedIn.
Earlier this month, Mike was a guest in our livestream to showcase a Personal Knowledge Vault with Neo4j GraphRAG where we transformed website URLs into structured graph documents, enabling advanced Retrieval Augmented Generation (RAG).
GRAPHRAG: The GraphRAG Manifesto: Adding Knowledge to GenAI
Building a knowledge graph of your data and using it in RAG gives you several powerful advantages. This post by Philip Rathle is intended to be a comprehensive and easy-to-read treatment of GraphRAG. A robust body of research proves that it gives you better answers to most if not ALL, questions you might ask an LLM using normal vector-only RAG.VISUALIZATION: React Neo4j visualization with ReGraph
In this blog post, Kavita Kaur outlines three simple steps to create an interactive React Neo4j visualisation tool. Using ReGraph, a graph visualisation SDK for React, and the StackOverflow sample dataset from the Neo4j Sandbox.PODCAST: GraphGeeks Podcast
Amy Hodler from GraphGeeks.org invites experts and practitioners to her podcast and chats about the latest innovations and research in graph technology and beyond. Please give it a listen.CSV IMPORT: Import your CSV data into a Neo4j Graph Database
This tutorial by Matthew Ghannoum covers how to split your dataset into multiple CSVs strategically, annotate the fields of your CSVs, and use the Bulk Import tool for Neo4j.POST OF THE WEEK: Hackerspace Mumbai
Thank you @kool_karan86 for an awesome session on leveraging LLMs for #KnowledgeGraph Construction from Unstructured Data with @neo4j#mumtechup #jun24mtp pic.twitter.com/MUuf9wYcQ3
— Hackerspace Mumbai (@hackmum) June 26, 2024
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