Moving to the Neo4j Query API
Nov 22 5 mins read
If transitioning to the Query API, get an overview of the key areas to consider and plan for. Read more →
Introducing the Fine-Tuned Neo4j Text2Cypher (2024) Model
Nov 15 4 mins read
Dive into the impact of fine-tuning models for the Text2Cypher task of transforming natural language questions to Cypher queries. Read more →
Enable Cypher Language Server for Neovim
Nov 15 4 mins read
Learn how to get a Neovim environment from 0 to Cypher support with an aesthetic improvement bonus. We cover setup, adding the plugins, and adding color. Read more →
GenAI Stack Walkthrough: Behind the Scenes With Neo4j, LangChain, and Ollama in Docker
Nov 13 14 mins read
Learn how to build a support agent that relies on information from Stack Overflow using the GenAI Stack – Neo4j, LangChain & Ollama in Docker. Read more →
Benchmarking Using the Neo4j Text2Cypher (2024) Dataset
Nov 12 4 mins read
Explore performance benchmarks of LLM models on Neo4j Text2Cypher (2024) Dataset, comparing foundational vs. fine-tuned models for Cypher query translation. Read more →
New GraphAcademy Course: Building Neo4j Applications With Spring Data
Nov 08 2 mins read
There’s a new course on GraphAcademy: Building Neo4j Applications with Spring Data. You will learn how to use the Spring Data Neo4j library. Read more →
Introducing the Neo4j Text2Cypher (2024) Dataset
Nov 07 4 mins read
We’re excited to share the Neo4j Text2Cypher (2024) Dataset with you. It’s designed to help train and benchmark Text2Cypher models with ease. Read more →
Effortless RAG With Text2CypherRetriever
Nov 01 5 mins read
Retrieve data from Neo4j using natural language with the Text2CypherRetriever, simplifying query generation for GenAI applications. Read more →
Announcing New Aura Import Services
Nov 01 7 mins read
Transform relational data into graph queries in minutes with Neo4j Aura’s new PostgreSQL import, enabling fast, insightful data exploration. Read more →
Neo4j GraphQL Library: Our Roadmap for 2024–2025
Oct 29 4 mins read
Explore Neo4j's 2024–2025 roadmap for GraphQL Library, including new features, support timelines, and migration tips for smoother transitions. Read more →
Efficiently Monitor Neo4j and Identify Problematic Queries
Oct 18 9 mins read
Learn how to monitor Neo4j in a clustered environment using several tools, such as Dynatrace and Kibana, and learn some best practices. Read more →
New GraphAcademy Course: Building Knowledge Graphs With LLMs
Oct 10 2 mins read
Learn how to use GenAI, LLMs, and Python to convert unstructured data into graphs. Read more →
Cypher Performance Improvements in Neo4j 5
Oct 07 8 mins read
The Long-Term Support version of Neo4j 5 (Neo4j 5.26 LTS) will be released in November 2024. Read more →
Detecting Bank Fraud With Neo4j: The Power of Graph Databases
Oct 04 3 mins read
Learn how to detect bank fraud using Neo4j’s graph database, enabling real-time analysis to uncover hidden fraud rings and protect financial assets. Read more →
Turn Your CSVs Into Graphs Using LLMs
Oct 04 24 mins read
Learn how to turn CSV files into graph models using LLMs, simplifying data relationships, enhancing insights, and optimizing workflows. Read more →
GraphRAG – The Card Game
Oct 01 7 mins read
Learn GraphRAG through a fun, hypothetical card game that demonstrates how graph enhances RAG applications, without diving into code or technical details. Read more →
Neo4j Graphs, Acceleration Frameworks, and Recommendations: A Winning Trio
Sep 30 17 mins read
Learn to build accurate, explainable recommendation systems with minimal code using Neo4j graph database and Keymaker framework. Read more →
Building a GraphRAG Agent With Neo4j and Milvus
Sep 27 7 mins read
Learn how to build a GraphRAG agent using Neo4j and Milvus, combining graph and vector search for enhanced retrieval, better context, and accurate answers. Read more →
The Limitations of Text Embeddings in RAG Applications
Sep 26 14 mins read
Learn how to overcome the challenges of structured data operations in text embeddings in RAG applications using knowledge graphs. Read more →
Enhancing Hybrid Retrieval With Graph Traversal Using the GraphRAG Python Package
Sep 24 7 mins read
Enhance GraphRAG applications by combining hybrid search and graph traversal with Neo4j’s HybridCypherRetriever, improving retrieval for complex queries. Read more →
Spreading the Savings Like Mayo: How Knowledge Graphs Can Transform Invoice Data and Lower Costs
Sep 17 4 mins read
Knowledge graphs can be the secret ingredient to better supplier relationships and cost efficiency. Read more →
GraphRAG Field Guide: Navigating the World of Advanced RAG Patterns
Sep 16 11 mins read
Explore advanced GraphRAG retrieval patterns and how graph structures enhance RAG systems. Learn actionable strategies to implement and optimize GraphRAG. Read more →
Building a Movie Recommendation System With Neo4j
Sep 12 4 mins read
Recommend movies to users based on their reading histories and ratings. Learn the setup of Neo4j, mapping data into Java with Neo4j Object Graph Mapper (Neo4j-OGM), and crafting Cypher queries for recommendations. Read more →
Knowledge Graphs and LLMs: Fine-Tuning vs. Retrieval-Augmented Generation
Sep 11 15 mins read
Explore the pros and cons of fine-tuning versus retrieval-augmented generation (RAG) for overcoming large language model (LLM) limitations. Read more →
Hybrid Retrieval for GraphRAG Applications Using the GraphRAG Python Package
Sep 05 7 mins read
Learn how to enhance GraphRAG applications with hybrid retrieval using the Neo4j GraphRAG Package for Python, combining vector and full-text search. Read more →
