Developer Blog tagged:
unstructured-data

Graph-based Metadata Filtering to Improve Vector Search in RAG Applications

Tomaž Bratanič, Graph ML and GenAI Research, Neo4j Apr 28 11 mins read

Optimizing vector retrieval with advanced graph-based metadata filtering techniques using LangChain and Neo4j. Read more →

graphgraph-databaseknowledge-graphlangchainllmmetadatametadata filteringNeo4jopenairagretrieval augmented generationunstructured-datavector searchvector similarity search

Using LLMs to build knowledge graphs from unstructured text.

Constructing Knowledge Graphs From Unstructured Text Using LLMs

Noah Mayerhofer, Software Engineer, Neo4j Apr 19 5 mins read

In this blog post, we will explore extracting information from unstructured data to construct a knowledge graph. Read more →

AIgenaiknowledge graph llmknowledge-graphlarge language modelllmNeo4junstructured-data

Using a Knowledge Graph to Implement a RAG Application

Tomaž Bratanič, Graph ML and GenAI Research, Neo4j 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