Retrieval-augmented generation (RAG) has become the de facto standard for grounding large language models (LLMs) in private data. The standard architecture — chunking documents, embedding them into a ...

This repository contains the official Neo4j driver for Python. Driver upgrades within a major version will never contain breaking API changes. For version ...

Neo4j Aura Agent is an end-to-end platform for creating agents, connecting them to knowledge graphs, and deploying to production using low-code and autogeneration tools. Let’s dive in. You may be ...

This repo provides a simple example of how to build a ReAct agent with MCP and local tools. Specifically this repo builds a Text2Cypher ReAct agent with the Neo4j Cypher MCP Server. The agent also has ...

This guide shows how to compute graph embeddings in Neo4j using the Graph Data Science (GDS) library and use them in downstream ML tasks. We cover the Node2Vec, Fast Random Projection (FastRP), and ...

Given that Microsoft/GitHub/Azure and Amazon/AWS offer AI coding assistants, namely GitHub Copilot and Amazon Q Developer, which work as add-ins to Visual Studio Code and other IDEs, it was inevitable ...

1 COSCO Shipping Technology Co., Ltd., Shanghai, China. 2 COSCO Shipping Specialized Carriers Co., Ltd., Guangzhou, China. In the international shipping industry ...

Microsoft Azure provides administrators with controls to limit the actions a principal can take within the cloud environment. These actions can broadly be split into two categories: those that impact ...

GraphRAG has garnered significant attention recently, with numerous libraries and packages emerging to facilitate seamless implementation. In this blog, we will delve into the concept of Knowledge ...

Graph database vendor Neo4j Inc. is teaming up with Snowflake Inc. to make a library of Neo4j’s graph analytics functions available in the Snowflake cloud. The deal announced today allows users to ...