~/talks

Akhil Hemanth

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  • NODES2 editions2024–2025

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titleconferencedate
Agentic GraphRAG: Multi-Agent Knowledge GraphNODES 20252025-11-06
A reproducible multi-step system ingests PDFs and tables, runs a four-agent pipeline (analyzer, extractor, merger, optimizer) with OpenAI Chat Kit and…
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Agentic GraphRAG: Multi-Agent Knowledge Graph Construction for Research TeamsNODES 20252025-11-06
A production-ready platform ingests PDFs and datasets and runs a four-agent pipeline — analyzer, extractor, merger and optimizer — built with Neo4j, LangChain…
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Graph-Driven Knowledge Retrieval: Neo4j for Healthcare Building CodesNODES 20242024-11-07
Neo4j is used as the vector-backed knowledge graph in a RAG pipeline with OpenAI and LangSmith evaluators to test retrieval+generation on healthcare building…
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