This Week in Neo4j: GraphRAG, Knowledge Graph, Python, Ease of Use and more
The Neo4j Blog
by Alexander Erdl
4d ago
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 Database and look at a tool to make working with Neo4j a bit easier. Join our Neo4j User Research panel! Sign up to share your experiences with a researcher and influence the future of Neo4j products. What’s in it for you? A chance to connect directly with product development teams, get paid compensation ..read more
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The GraphRAG Manifesto: Adding Knowledge to GenAI
The Neo4j Blog
by Enzo
6d ago
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 GPT-5. Yes. Techniques like vector-based RAG and fine-tuning can help. And they are good enough for some use cases. But there’s another whole class of use cases where these techniques all bump into a ceiling. Vector-based RAG – in the same way as fine-tuning – increases the probability of a correct answer for many kinds ..read more
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How Election Researchers Use Graph Technology to Fight Disinformation
The Neo4j Blog
by Enzo
6d ago
Since 2016, disinformation campaigns have steadily eroded Americans’ faith in democracy, and they pose an unprecedented threat to the 2024 U.S. presidential election, according to political scientists and researchers. Bad actors have become particularly adept at leveraging fake social media advertising accounts to overwhelm users with political propaganda. Fortunately, graph databases like Neo4j are built to fight this kind of disinformation. Neo4j enables social media platforms and election researchers to identify malicious accounts by uncovering key connections between them—connections th ..read more
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This Week in Neo4j: Podcast, Knowledge Graph, text2cypher, Python and more
The Neo4j Blog
by Alexander Erdl
1w ago
Welcome to This Week in Neo4j, your weekly fix for news from the world of graph databases! This week, we have our monthly Podcast with Oleg Šelajev – Neo4j Ninja and speaker at NODES. Additionally, we look at an Open Source Knowledge Graph schema library, learn how to convert text to Cypher and build a chatbot with LangChain. Join our Neo4j User Research panel! Sign up to share your experiences with a researcher and influence the future of Neo4j products. What’s in it for you? A chance to connect directly with product development teams, get paid compensation, hear about what we are working o ..read more
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This Week in Neo4j: Llamaindex, GraphRAG, Chatbot, Knowledge Graph and more
The Neo4j Blog
by Alexander Erdl
2w ago
Welcome to This Week in Neo4j, your weekly fix for news from the world of graph databases! This week is again heavy on the GraphRAG / Knowledge Graph side, with a hands-on video with Tomaz Bratanic, detailed GraphRAG challenges and recommendations, GraphRAG with a chatbot, and Knowledge Graphs as the foundation for innovative GenAI Apps. I hope you enjoy this issue, Alexander Erdl   COMING UP NEXT WEEK! Livestream: GraphAcademy Live: Cypher Fundamentals on July 04 All Neo4j Events: Webinars and More GraphSummit Series: Get Connected With Graphs FEATURED COMMUNITY MEMBER: Ashleigh Fa ..read more
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How GenAI Provides Deep Understanding With Knowledge Graphs
The Neo4j Blog
by Enzo
3w ago
Connected data reveals new ways to solve pressing business problems, even as data sizes increase. With a knowledge graph, firms can unlock the full potential of data assets for AI applications. This year’s FIMA survey shows that 50% of data executives are exploring or planning to use knowledge graphs for AI, and another 20% reported interest. Firms have achieved early wins with AI to enhance the customer experience, internal processes, personal productivity, and cost-saving efforts. However, the true value of AI lies in the ability to uncover deep meaning in data, enabling us to make more st ..read more
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This Week in Neo4j: GraphAcademy, Knowledge Graph, Predictions, GraphRAG and more
The Neo4j Blog
by Alexander Erdl
3w ago
Welcome to This Week in Neo4j, your weekly fix for news from the world of graph databases! In this week’s edition, we look at recent updates to the LLM Fundamentals GraphAcademy Coure, a Knowledge Graph for Nobel Prize Winners, the basics behind GraphRAG and how to predict the French Open. Did you miss the deadline for the NODES 2024 Call for Papers? As readers of this newsletter, you get a special extension, but you better don’t wait too long! I hope you enjoy this issue, Alexander Erdl   COMING UP NEXT WEEK! Livestream: Neo4j Live: ICIJ Datashare – Turning Documents into Knowledge o ..read more
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This Week in Neo4j: Llamaindex, Semantic Search, Graph Database, Entity Resolution and more
The Neo4j Blog
by Alexander Erdl
1M ago
Welcome to This Week in Neo4j, your weekly fix for news from the world of graph databases! Attention: NODES 2024 Call for Papers closes on 15 June. With this special link you can still submit for a few more days beyond the official deadline! This edition features the Property Graph Index by Llamaindex, Topic Extraction with GDS, an intro to Graph Databases and Entity Resolution with Knowledge Graphs. I hope you enjoy this issue, Alexander Erdl   COMING UP NEXT WEEK! Livestream: Neo4j Live: Mastering Retrieval Queries with Vector + Graph on June 19 Conferences: Find us at Collision, To ..read more
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Neo4j-Databricks Connector Delivers Deeper Insights, Faster GenAI Development
The Neo4j Blog
by Enzo
1M ago
In a hyper-connected, data-rich world, enterprises need to understand complex relationships within large, diverse datasets. Customer interactions, for example, involve tracking behavior, preferences, and patterns across online platforms, physical stores, and social media. Organizations must understand all these relationships to optimize strategies and improve the customer experience. Today marks the introduction of a validated partner solution between Databricks and Neo4j. This connector will allow our joint customers to seamlessly combine structured and unstructured data, discover hidden p ..read more
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This Week in Neo4j: Podcast, Testing, Knowledge Graph, GenAI and more
The Neo4j Blog
by Alexander Erdl
1M ago
Welcome to This Week in Neo4j, your weekly fix for news from the world of graph databases! This month’s podcast features a known face for those who follow our livestreams: Leann Chen. We also take an in-depth look at integration testing, create a Knowledge Graph in only a few lines of code and use the GenAI stack for enhanced document analysis. NODES 2024 Call for Papers is now open! Please submit your graph stories. We love to hear from you. I hope you enjoy this issue, Alexander Erdl   COMING UP NEXT WEEK! Livestream: Neo4j Live: Transforming Engineering, Construction and Architectu ..read more
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