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Otávio Calaça Xavier

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  • NODES2 editions2024–2025

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titleconferencedate
Graph-Powered Job Matcher: From SQL Tables to Neo4j RAG in ProductionNODES 20252025-11-06
Shows a production pipeline that moves SQL HR tables into Neo4j, combines Cypher path reasoning with Neo4j’s native vector index and LangChain to build a…
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Enhancing Job Matching With Knowledge Graphs and RAGNODES 20242024-11-07
Builds a Neo4j knowledge graph of profiles, roles, skills, companies and recruitment journeys and demonstrates two concrete RAG pipelines: one using ChromaDB…
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Optimizing Real-Time Job Matching: Integrating Neo4j With RAGNODES 20242024-11-07
Claims that integrating Neo4j with RAG raises match relevance by combining graph structure and LLM context, demonstrated with a working prototype using Neo4j…
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