~/talks

Divakar Kumar

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EventKernel: Multi-Hop Reasoning and GraphRAG for AI-Powered Event IntelligenceNODES AI 20262026-04-15
Claims a hybrid retrieval that beats vector-only by anchoring embeddings to a Neo4j domain graph and running deterministic traversals; the demo populates ~50…
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Mapping the Invisible Graph Powered Archaeology with Neo4j, LiDAR, and LLMsNODES 20252025-11-06
A working system called Archaios combines LiDAR-derived layer extraction, Azure Document Intelligence layout OCR, semantic chunking and embedding, and a Neo4j…
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Azure Cosmos DB in AI Workflows: From Knowledge Retrieval to Microsoft Fabric IntegrationsAzure Cosmos DB Conf 20252025-04-15
Shows how Azure Cosmos DB stores embeddings and runs native vector search (embeddings from OpenAI models), performs hybrid search with a reciprocal rank…
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: Workforce Efficiency with AI-Driven Vector SearchAzure Cosmos DB Conf 20242024-04-16
Pipeline uploads resumes via API/Blob, uses Azure Document Intelligence to extract JSON, performs semantic chunking, calls an embedding model and stores…
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Real-time cosmic chatAzure Cosmos DB Conf 20222022-04-19
A working demo chat (CosmosPark/CosmicChat) streams messages, typing indicators and map markers in near‑real time using Azure Cosmos DB change feed, Azure…
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Serverless Middleware in Azure FunctionsGlobal Azure Virtual 20212021-04-15
Shows a concrete middleware pipeline implemented on Azure Functions that centralizes logging, authentication, caching, CORS, routing, exception handling…
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