vector similarity search Archives

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 →

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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 →

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How to implement advanced RAG strategies with Neo4j

Implementing Advanced Retrieval RAG Strategies With Neo4j

Tomaž Bratanič, Graph ML and GenAI Research, 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 →

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Why Vector Search Didn’t Work for Your RAG Solution?

Fanghua Yu, Field Engineer, Neo4j Jan 05 10 mins read

Exploring the Shortcomings of Text Embedding Retrieval for LLM GenerationLoch Awe in Scotland, photo by author.AbstractExternal knowledge is the key to resolving the problems of LLMs such as hallucination and outdated knowledge, which can make LLMs generate more accurate and reliable… Read more →

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Developer Blog tagged:
vector similarity search

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

Tomaž Bratanič, Graph ML and GenAI Research, Neo4j Apr 28 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

Implementing Advanced Retrieval RAG Strategies With Neo4j

Tomaž Bratanič, Graph ML and GenAI Research, Neo4j Mar 12 7 mins read

Why Vector Search Didn’t Work for Your RAG Solution?

Fanghua Yu, Field Engineer, Neo4j Jan 05 10 mins read

GraphAcademy

Developer Blog tagged:vector similarity search

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

Tomaž Bratanič, Graph ML and GenAI Research, Neo4j Apr 28 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

Implementing Advanced Retrieval RAG Strategies With Neo4j

Tomaž Bratanič, Graph ML and GenAI Research, Neo4j Mar 12 7 mins read

Why Vector Search Didn’t Work for Your RAG Solution?

Fanghua Yu, Field Engineer, Neo4j Jan 05 10 mins read

GraphAcademy

Developer Blog tagged:
vector similarity search