知识图谱不是一个"建完就完"的项目，它是一个需要持续运营的数据资产。建图谱3小时，维护图谱3年。但一旦建好了，它就是你企业的"数字神经系统"——每一个新数据点进来，整个网络都会做出反应。 知识图谱的教程满天飞，但大多数存在三个问题： 只讲 ...

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 ...

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

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 ...

Forbes contributors publish independent expert analyses and insights. I track enterprise software application development & data management. Jul 03, 2025, 10:43am EDT Business 3d tablet virtual growth ...

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 ...