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Vaibhava Lakshmi Ravideshik

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Multi-Agent Shared Graph Memory: Building Collective Knowledge for AgentsNODES AI 20262026-04-15
Argues that multi-agent systems fail from lack of shared memory and proposes a concrete architecture using Neo4j + Quadrant where Neo4j is the persistent world…
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Adaptive Knowledge Graphs for Dynamic RAG SystemsNODES 20252025-11-06
Shows a working GraphRAG pipeline that combines embeddings for semantic search with Neo4j graph traversal to answer multihop queries (e.g., "which ex‑Google…
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