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

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.


Trainers: Daniel Bukowski, Alex Gilmore & Alexander Fournier
Date:
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Language
English