Session
Beyond Retrieval: Adding a Reasoning Layer to RAG with Neo4j
The reasoning layer in my RAG system is powered by Neo4j’s knowledge graph, which acts as a structured context source beyond flat document retrieval.
This hybrid system lets the LLM “think” in terms of relationships, not just keywords, adding explainability and depth to its answers.

Ashok Vishwakarma
@GoogleDevExpert | #Writes @Medium | #Ex @Adobe, @PayTM, @Naukri | #Entrepreneur | #TechEnthusiast | #Speaker
New Delhi, India
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