NODES 2024 - Building Cypher Queries With Open-Source LLMs

This session will showcase how to automate Cypher query building on a news article graph using Haystack and open-source LLMs like Snowflake Arctic. You will learn how to build a knowledge graph with small transformer-based models, such as GLiNER, for entity and relation extraction, combined with clustering and community detection algorithms to summarize common themes and topics. By attending, you will gain insight into the entire pipeline from crawling news sites and building knowledge graphs, to prompting techniques for query building. with Djordje Benn-Maksimovic Get certified with GraphAcademy: https://dev.neo4j.com/learngraph Neo4j AuraDB https://dev.neo4j.com/auradb Knowledge Graph Builder https://dev.neo4j.com/KGBuilder Neo4j GenAI https://dev.neo4j.com/graphrag