knowledge graphs Archives

Entity Resolved Knowledge Graphs: A Tutorial

Paco Nathan, Managing Partner, Derwen.ai Apr 22 21 mins read

Learn how to use Neo4j and Senzing to build entity resolved knowledge graphs that remove duplicate data and improve analytics accuracy. Read more →

entity-resolutionererkggraph-visualizationknowledge graph llmknowledge graphsNeo4jragsenzingtutorialvisualization

Graph Data Models for RAG Applications

Alex Gilmore, Consulting Engineer, Neo4j Apr 09 6 mins read

Learn when to use graph data models, like parent-child, question-based, and topic-summary, for RAG applications powered by knowledge graphs. Read more →

data-modelinggraph data modelknowledge graphsllmNeo4jparent childragretrieval augmented generationretrieval-augmented

Enhancing RAG with Neo4j Cypher and Vector Templates Using LangChain Agents

Saurav Joshi, Data Scientist Apr 04 11 mins read

Combining Neo4j knowledge graphs, vector search, and Cypher LangChain templates using LangChain agents for enhanced information retrieval. Read more →

cypherknowledge graphslangchainlangchain-agentsllmNeo4jopenaivector search

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

Developer Blog tagged:
knowledge graphs

Entity Resolved Knowledge Graphs: A Tutorial

Paco Nathan, Managing Partner, Derwen.ai Apr 22 21 mins read

Graph Data Models for RAG Applications

Alex Gilmore, Consulting Engineer, Neo4j Apr 09 6 mins read

Enhancing RAG with Neo4j Cypher and Vector Templates Using LangChain Agents

Saurav Joshi, Data Scientist Apr 04 11 mins read

Using a Knowledge Graph to Implement a RAG Application

Tomaž Bratanič, Graph ML and GenAI Research, Neo4j Mar 12 9 mins read

GraphAcademy

Developer Blog tagged:knowledge graphs

Entity Resolved Knowledge Graphs: A Tutorial

Paco Nathan, Managing Partner, Derwen.ai Apr 22 21 mins read

Graph Data Models for RAG Applications

Alex Gilmore, Consulting Engineer, Neo4j Apr 09 6 mins read

Enhancing RAG with Neo4j Cypher and Vector Templates Using LangChain Agents

Saurav Joshi, Data Scientist Apr 04 11 mins read

Using a Knowledge Graph to Implement a RAG Application

Tomaž Bratanič, Graph ML and GenAI Research, Neo4j Mar 12 9 mins read

GraphAcademy

Developer Blog tagged:
knowledge graphs