what is the benefit of using this vs a straight forward vector search on a query-response pair? i can only think of a sql type search on historical conversational data that uses the neo4j graph nodes.
Semantic search is fuzzy. When you combine semantic search with associative memory, you will get a better match. But it depends on your use case. Some use cases are very complex where the question can map to multiple similar concepts, there the associative memory is useful
Thank you for articulating your thoughts on this interesting topic!! I’ve been experimenting lately w/ Neo4J. It will be neat to use PromptFoo or another evaluation tool to show the improvement between vector search and associative memory search.
what is the benefit of using this vs a straight forward vector search on a query-response pair? i can only think of a sql type search on historical conversational data that uses the neo4j graph nodes.
Semantic search is fuzzy. When you combine semantic search with associative memory, you will get a better match. But it depends on your use case. Some use cases are very complex where the question can map to multiple similar concepts, there the associative memory is useful
Thank you for articulating your thoughts on this interesting topic!! I’ve been experimenting lately w/ Neo4J. It will be neat to use PromptFoo or another evaluation tool to show the improvement between vector search and associative memory search.