Training Series – Mastering Neo4j Deployment for High-Performance RAG Applications

21 Mar, 2024



This session offers valuable insights from our experience transforming a RAG (Retrieval Augmented Generation) Proof of Concept, which utilizes a Neo4j knowledge graph, into a fully-fledged cloud application. This session is designed to provide practical guidance on enhancing your development practices and optimizing Neo4j-based applications for the cloud environment. During the workshop, the team will delve into several key areas, including: – Prioritizing Development: Discover strategies for efficiently prioritizing development tasks to ensure your project advances smoothly from concept to production. – Moving Code out of Jupyter Notebooks: Learn the best practices for transitioning code from Jupyter Notebooks to a more structured and scalable environment suitable for cloud application development. – Creating Ingestion Pipelines: Gain insights into designing and implementing effective ingestion pipelines that streamline the flow of data into your Neo4j knowledge graph, enhancing data reliability and availability. – Refactoring the Graph Data Model: Explore techniques for refining and optimizing your graph data model to better support the scalability and performance requirements of cloud applications. Slides: https://drive.google.com/file/d/19fEYYuCDTQeckdXAO7yNPPyN-zMB38FJ/view?usp=sharing Needle Design Kit: https://neo4j.com/labs/neo4j-needle-starterkit/ GenAI Ecosystem: https://neo4j.com/labs/genai-ecosystem/ Graph Data Science with Generative AI Workshop: https://youtube.com/live/SUhM5SOYcd4 Tomaz Bratanic Blog: https://medium.com/@bratanic-tomaz Going Meta Series: https://neo4j.com/video/going-meta-a-series-on-graphs-semantics-and-knowledge/ LangSmith: https://www.langchain.com/langsmith Neo4j Developer Blog: https://neo4j.com/developer-blog/ NeoDash: https://neo4j.com/labs/neodash/ Trainers: Daniel Bukowski, Alex Gilmore & Alexander Fournier #neo4j #graphdatabase #genai #llm #knowledgegraph #deployment #cloud

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