Developer Blog tagged:
search

The Future of Knowledge Graph: Will Structured and Semantic Search Become One?

Fanghua Yu, Field Engineer, Neo4j Apr 25 11 mins read

What LLM & Graph May Bring to the Future of Knowledge GraphsNight light at Federation Square in Melbourne, photo by AuthorAbstractIn the last several decades, when people consider building a knowledge-related solution, they tend to look into two distinct directions based… Read more →

data-scienceknowledge graph llmknowledge-graphknowledge-managementllmNeo4jneo4j llmnode embeddingsearchsemantic searchstructured datavector index

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An Extremely Simple but Effective Way to Improve Search Over Text Embeddings

Fanghua Yu, Field Engineer, Neo4j 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 →

awsgcpNeo4jopenaisearchsemantic searchtext embeddingsvector search

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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photo by author.AbstractExternal knowledge is the key to resolving the problems of LLMs such as hallucination and outdated knowledge, which can make LLMs generate more accurate and reliable… Read more →

genaigpt-4llmNeo4jragretrieval augmented generationsearchvector searchvector similarity search

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LangChain Cypher Search: Tips & Tricks

Tomaz Bratanic, Freelance Data Analyst and Engineer Jun 02, 2023 9 mins read

Discover how to optimize prompts for Cypher statement generation to retrieve relevant information from Neo4j in your LLM applications. Read more →

chatbotscyphergpt-4graph-databaselangchainllmmachine-learningNeo4jsearch

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