Welcome to This Week in Neo4j, your fix for news from the world of graph databases!
For this last edition in 2024, we invite you to build something cool with Knowledge Graphs and join the Hpermode Hackathon with $10k up for grabs.
Besides, we showcase our video interview series in the AI space, build a Knowledge Graph with the help of LLMs and integrate Neo4j with Snowflake.
Neo4j Developer Survey – Your voice matters! By filling out the Neo4j Developer Survey 2024, you’re helping us create better tools for everyone in the community.
Happy Holidays and a graphy New Year 2025!
Alexander Erdl
COMING UP NEXT!
- Livestream: Going Meta – S02E05 on January 7
- Conferences: Find us at jFokus Stockholm on February 2-5
- Meetup: Meet us in Seattle, US on January 14 & Paris, FR on January 16
- All Neo4j Events: Webinars and More
FEATURED COMMUNITY MEMBER: Kim Adler
Kim is a Data Translator Manager within the Digital Manufacturing Operations & Insights Group at Pfizer, where she serves as product owner and data scientist for an internal search engine for operations data that lives within a Knowledge Graph.
Connect with her on LinkedIn.
In her session at NODES 2024 ” From Image to Graph: Leveraging Tesseract OCR Engine for Document Chunking and GraphRAG”, she demonstrates how to convert images into graph representations using the Tesseract OCR Engine. Using word locations creates a hierarchy of document chunk nodes, optimising RAG: smaller chunks improve vector similarity, while larger ones provide better context.
VIDEO SERIES: FIKA AI
Fika AI is a short-form video series that features informal interviews with prominent figures and experts in the AI industry, like Ben Lorica, Sachin Naik or Scott Stephenson. It aims to give viewers insights, thoughts, and happenings within the AI industry through relaxed and casual interviews.KNOWLEDGE GRAPH: Building a Knowledge Graph From Scratch Using LLMs
In this step-by-step guide, Christian Leo shows how to build a knowledge graph from scratch using Large Language Models (LLMs). He explores practical techniques for extracting, structuring and connecting data to create meaningful insights with LLM-driven workflows.HACKATHON: Hypermode Knowledge Graph + AI Challenge
The Hypermode Knowledge Graph + AI Challenge invites developers, data scientists and innovators to build smarter, more context-aware applications by combining the power of Knowledge Graphs with cutting-edge AI models using the open-source Modus framework. Compete for a $10k prize pool, showcase your innovation and gain mentorship from industry leaders.SNOWFLAKE: Neo4j and Snowflake: Unlocking the Power of Graph Databases to Transform Data Insights — A True Game-Changer
Prash Medirattaa integrates Neo4j’s graph database capabilities with Snowflake’s cloud data platform to model and analyse complex data relationships, uncover hidden patterns and gain deeper insights, particularly in fraud detection and customer behaviour analysis.POST OF THE WEEK: GoogleDevExpert
? Build healthcare solutions with AI.
— @GoogleDevExpert (@GoogleDevExpert) November 18, 2024
This repo features a Flask app leveraging GraphRAG, Vertex AI, and Neo4j for advanced medical diagnosis using LLMs and knowledge graphs ↓ https://t.co/NUhIJdbVS5
Please share it if you like it!
