Graph

Stopping Context Overload: Controlled Neo4j MCP Cypher Responses forĀ LLMs

models connected to your Neo4j graph gain incredible flexibility: they'll generate any Cypher queries through the Neo4j MCP Cypher server. This makes it possible to dynamically generate complex queries, explore database structure, and...

How Computers ā€œSeeā€ Molecules

a pc, Edvard Munch’s  is nothing greater than a grid of pixel values. It has no sense of why swirling lines in a twilight sky convey the agony of a scream. That’s because...

Government Funding Graph RAG

, I present my latest open-source project — Government Funding Graph. The inspiration for this project got here from a desire to make higher tooling for grant writing, namely to suggest research topics, funding bodies,...

Graph Neural Networks Part 3: How GraphSAGE Handles Changing Graph Structure

parts of this series, we checked out Graph Convolutional Networks (GCNs) and Graph Attention Networks (GATs). Each architectures work effective, but additionally they have some limitations! A giant one is that for big...

When Graph AI Meets Generative AI: A Recent Era in Scientific Discovery

Lately, artificial intelligence (AI) has emerged as a key tool in scientific discovery, opening up recent avenues for research and accelerating the pace of innovation. Amongst the varied AI technologies, Graph AI and Generative...

The right way to Query a Knowledge Graph with LLMs Using gRAG

Google, Microsoft, LinkedIn, and plenty of more tech corporations are using Graph RAG. Why? Let’s understand it by constructing one from scratch.You could not understand it, but you’ve been interacting with Knowledge Graphs (KGs)...

The Floyd-Warshall Algorithm From Graph Theory, Applied to Parsing Molecular Structures

Hands-on explanations assisted by easy JavaScript codeThe Floyd-Warshall algorithm is crucial in graph theory because it provides an efficient means to compute the shortest paths between all pairs of nodes in a graph. This...

Samsung Electronics Acquires Knowledge Graph Technology Startup Oxford Semantic Technologies

Samsung Electronics (CEO Jong-hee Han) announced on the 18th that it has signed a contract to accumulate Oxford Semantic Technologies, a British startup with knowledge graph technology. Oxford Semantic Technologies is a startup co-founded in...

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