Exploring the Intersection of Neo4j and Large Language Models
Sep 15 3 mins read
As the final blog post of the Project NaLLM blog series, we reflect on the positive aspects and challenges encountered during this project. Read more →
Construct Knowledge Graphs From Unstructured Text
Sep 10 8 mins read
In this blog post, we will explore extracting information from unstructured data to construct a knowledge graph. Read more →
LangChain Library Adds Full Support for Neo4j Vector Index
Aug 31 6 mins read
LangChain Library offers full support for Neo4j Vector Index, streamlining data ingestion, and querying in retrieval-augmented generation apps. Read more →
Building an Educational Chatbot for GraphAcademy With Neo4j
Aug 22 11 mins read
Learn how Adam built an educational chatbot for GraphAcademy with Neo4j using Large Language Models and vector search. Read more →
NeoDash 2.3: Create Graph Dashboards With LLM-Powered Natural Language Queries
Jul 13 5 mins read
NeoDash 2.3 is finally here! This update brings a fresh new look, improved performance for large dashboards, and exciting visualization features. Read more →
Knowledge Graphs & LLMs: Real-Time Graph Analytics
Jul 12 9 mins read
By combining knowledge graphs and large language models (LLMs), you can understand data points through the context of their relationships. Read more →
Knowledge Graphs & LLMs: Multi-Hop Question Answering
Jun 14 11 mins read
Learn how to retrieve information that spans across multiple documents through multi-hop question answering using knowledge graphs and LLMs. Read more →
Knowledge Graphs & LLMs: Fine-Tuning vs. Retrieval-Augmented Generation
Jun 06 11 mins read
Discover the limitations of Large Language Models (LLMs), and how to overcome them through fine-tuning vs. retrieval-augmented generation. Read more →
chatbotschatgptfine tuninggraphknowledge-graphllmmachine-learningNeo4jretrieval augmented generation
LangChain Cypher Search: Tips & Tricks
Jun 02 9 mins read
Discover how to optimize prompts for Cypher statement generation to retrieve relevant information from Neo4j in your LLM applications. Read more →
Harnessing Large Language Models With Neo4j
May 26 5 mins read
Episode 1 – Exploring Real-World Use CasesLarge language models (LLMs) like ChatGPT have taken the world by storm in 2023 due to their ability to understand and generate human-like text. Their capacity to adapt to different conversational contexts, answer questions… Read more →