Neo4j, Graph, Langchain, Llm, OpenAI.
appropriate filter values. We handle the topicparameter slightly differently as it’s not used for prefiltering but rather vector similarity search. if topic: # Do vector comparison vector_snippet = ( " WITH c, a, vector.similarity.cosine(c.embedding,$embedding) AS score " "ORDER BY score DESC LIMIT