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We’re excited to launch a huge feature making LlamaIndex the framework for building knowledge graphs with LLMs: The Property Graph Index 💫 (There’s a lot of… | 57 comments on LinkedIn

Catch Thomas Smoker of WhyHow.AI talking with Demetrios Brinkmann of MLOps Community about "Managing Small Knowledge Graphs for Multi-agent Systems" Key…

In applications such as personal assistants, large language models (LLMs) must consider the user's personal information and preferences. However, LLMs lack the inherent ability to learn from user...

To Graph or Not to Graph Knowledge Graph Architectures and LLMs - Download as a PDF or view online for free

Revolutionizing Document Reranking with G-RAG: A Graph-Based Approach ... Discover how a novel graph-based reranker is transforming the way we retrieve…

Nine months ago, when my engineers told me that we should not fine tune an LLM for Legal and instead deepen our legal knowledge graph approach, it seemed like… | 34 comments on LinkedIn

PDF | The Digital Thread is a system that connects different phases of the product lifecycle and the related data across one or more companies in the... | Find, read and cite all the research you need on ResearchGate

Spotify's catalog includes millions of music tracks and podcasts and has recently expanded to Audiobooks. Personalizing this content to users requires our algorithms to “understand” user preferences as well as content relationships across all content types...

This post is the last in a triptych about how to build Knowledge Graphs and the layers of value that they add to data and to applications. The first post described the first steps in – and the first layer of value from – building a knowledge graph.

We're thrilled to celebrate a significant milestone in the world of database technology: the publication of the first version of the ISO GQL standard.

openCypher will help graph databases transition from Cypher to GQL, the new ISO standard graph query language.

Reduce LLM hallucinations with RAG over textual as well as structured knowledge bases. Today we are releasing WSTaRK h, a large-scale LLM retrieval benchmark… | 22 comments on LinkedIn

Graphlit is an API-first platform for developers building AI-powered applications with unstructured data, which leverage domain knowledge in any vertical market such as legal, sales, entertainment, healthcare or engineering.

RDF Dataset Canonicalization becomes a W3C recommendation. It provides a standard RDF Dataset canonicalization algorithm #rdf #graph #linkeddata #webstandards…

How can we further increase the accuracy of LLM-powered question answering systems? Ontologies to the rescue! That is the conclusion of the latest research… | 16 comments on LinkedIn

Harnessing Knowledge Graphs to Mitigate Hallucinations in Large Language Models 🏮 Large language models (LLMs) have emerged as powerful tools capable of…

In the realm of artificial intelligence, the fusion of retrieval and generation models has led to significant advancements in natural…

We are building a next-generation AI developer platform for the world. Check out our latest post: MAX Graph API Tutorial

Latest findings in pre-training graphs and using them for link recommendation

The team from ARSINOE joined me to present their Knowledge Graph which tracks information related to the progress towards the achievement…

A Joint Project with Nobel Prize Outreach (NPO)

What squirrels have to do with Knowledge Graphs? 🧐 ⛔️ Nope, most likely they do not know that much about Databases, RDF, SQL, SPARQL, Java or Python. To… | 17 comments on LinkedIn

Super cool to see how Gemini uses Graph RAG to create travel plans. Check out this 60 second video. Graphs are everywhere. Emil Eifrem Alyson Welch Chandra…

Research on misinformation origins in social media posts and advertising for the 2024 presidential election.

A Knowledge Graph Forum 2023 presentation by Krasimira Bozhanova, Solutions Architect at Ontotext.

Combining RDFLib and SHACL to validate RDF data in Kùzu

Watch my colleague Jonathan Larson present on GraphRAG!GraphRAG is a research project from Microsoft exploring the use of knowledge graphs and large language...

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"Add Semantic Data Integration & Knowledge Graphs" is one of the Top 10 trends in Data Integration and Engineering, presented by Mark Beyer at Gartner D&A…

Learn how to create knowledge graphs easily by turning PDF documents into graph models using LlamaParse for better RAG applications.