Enhancing RAG with Neo4j Cypher and Vector Templates Using LangChain Agents
Apr 04 11 mins read
Combining Neo4j knowledge graphs, vector search, and Cypher LangChain templates using LangChain agents for enhanced information retrieval. Read more →
Enhancing the Accuracy of RAG Applications With Knowledge Graphs
Mar 30 8 mins read
A practical guide to constructing and retrieving information from knowledge graphs in RAG applications with Neo4j and LangChain. Read more →
Introduction to Vector Indexes and Unstructured Data – New GraphAcademy Course
Mar 30 2 mins read
Learn how Neo4j can help you make sense of your unstructured data. Enroll in this new free course on GraphAcademy.There’s a new course on GraphAcademy: Introduction to Vector Indexes and Unstructured Data.This course teaches you to understand unstructured data using… Read more →
Knowledge Graphs & LLMs: Multi-Hop Question Answering
Mar 28 10 mins read
Learn how to retrieve information that spans across multiple documents through multi-hop question answering using knowledge graphs and LLMs. Read more →
Cypher Sleuthing: How to Find Property Data Types in Neo4j
Mar 25 5 mins read
Learn how to find the data types of properties in Neo4j Graph Database using the Cypher query language and APOC. Read more →
Announcing Neo4j JDBC Driver Version 6
Mar 25 9 mins read
We’re excited to announce Neo4j JDBC Driver version 6. It integrates graph databases with platforms and tools in the Java ecosystem. Read more →
Needle StarterKit 2.0: Templates, Chatbot, and More!
Mar 20 3 mins read
Needle Starterkit 2.0, a library that simplifies your Neo4j front-end development, introduces new features like templates, chatbot, and more. Read more →
Accelerate Neo4j App Development With Low-Code Keymaker Framework
Mar 20 5 mins read
How to use the Keymaker framework to build low-code analytical query pipelines and APIs, accelerating Neo4j application development. Read more →
Cypher Workbench as a Neo4j Labs Project
Mar 18 5 mins read
Cypher Workbench is a set of tools that helps you conceptualize, model, and work with graphs and the Cypher query language. Read more →
Generative Transformation from ER Diagram to Graph Model Using Google’s Gemini Pro
Mar 13 8 mins read
Learn how to use GenAI to transform an ER diagram into assets of a property graph model stored in Neo4j easily with Google's Gemini Pro. Read more →
Using a Knowledge Graph to Implement a RAG Application
Mar 12 9 mins read
Learn how to implement a knowledge graph-based RAG application with LangChain to support your DevOps team. Read more →
chatgptdependency graphknowledge graphslangchainllmNeo4jragretrieval augmented generationunstructured-datavector similarity searchvector-database
Implementing Advanced Retrieval RAG Strategies With Neo4j
Mar 12 7 mins read
In this blog, you will learn how to use the neo4j-advanced-rag template in LangServe Playground to implement advanced RAG strategies. Read more →
application directorychatgpthypothetical questionslangchainllmNeo4jparent document retrieverragrag retrievalrag templaterelevant informationretrieval augmented generationvector similarity search
Implementing RAG: How to Write a Graph Retrieval Query in LangChain
Mar 05 6 mins read
Learn how to write graph retrieval queries that supplement or ground the LLM’s answer for your RAG application, using Python and Langchain. Read more →
Clustering Large Graphs With CLARANS
Feb 29 13 mins read
CLARANS extend k-medoids to larger datasets than were practical with earlier k-medoid algorithms, which is ideal for clustering large graphs. Read more →
JSON-based Agents With Ollama & LangChain
Feb 28 8 mins read
Learn to implement a Mixtral agent with Ollama and Langchain that interacts with a Neo4j graph database through a semantic layer. Read more →
PyNeoInstance: A User-Friendly Python Library for Neo4j
Feb 23 7 mins read
PyNeoInstance, a user-friendly Python library for Neo4j, allows for easy loading and reading of data in a Neo4j graph database. Read more →
Using LangChain and Neo4j to Process YouTube Playlists and Perform Q&A Flow
Feb 19 8 mins read
In this tutorial, we’ll extract Youtube data, integrate it into Neo4j, and create an interactive, personalized LLM with LangChain. Read more →
An Extremely Simple but Effective Way to Improve Search Over Text Embeddings
Feb 19 8 mins read
Discover a simple but effective way to improve vector similarity search for RAG using OpenAI Embedding, AWS Bedrock, or Google VertexAI. Read more →
Slow Cypher Statements and How to Fix Them
Feb 13 6 mins read
Understanding how Neo4j Graph Database interprets and executes Cypher is key to debugging slow-running statements. Read more →
Object Mapping in the Neo4j Driver for .NET
Feb 13 5 mins read
Using the Neo4j Driver for .NET, it's possible to turn query results directly into objects with minimal boilerplate. Read more →
A GenAI-Powered Song Finder in Four Lines of Code
Feb 07 9 mins read
We will build a catalog of songs and lyrics with Neo4j, and use its built-in GenAI to find songs from a synopsis of what they are about. Read more →
Langchain v0.1 – Updating GraphAcademy Neo4j & LLM Courses
Feb 01 4 mins read
Check out the demonstration of using Langchain v0.1 to update Neo4j & LLM courses on the Neo4j GraphAcademy. Read more →
Unlocking DAGs in Neo4j: From Basics to Critical Path Analysis
Jan 22 10 mins read
Explore the essence of DAGs, their applications, and their potential through an in-depth analysis of a Gantt chart’s critical path. Read more →
YouTube Transcripts Into Knowledge Graphs for RAG Applications
Jan 22 8 mins read
Learn how to scrape YouTube video transcripts into a knowledge graph for Retrieval Augmented Generation (RAG) applications. Read more →
NeoDash 2.4: Unleashing the Power of Neo4j Graph Dashboards
Jan 22 5 mins read
NeoDash v2.4 features exciting new features for creating your Neo4j graph dashboards, including 3D graphs, extensions, forms, and more. Read more →
