Ebook

Improving GenAI Outcomes on Google Cloud: Why Graph Matters

Available Formats: PDF - EN US

Summary

Discover how integrating graph technology with Google Cloud can transform your Generative AI initiatives.

Generative AI (GenAI) is revolutionizing industries, driving innovation, and enhancing efficiencies. However, challenges such as hallucinations, limited explainability, and data reliability often hinder its full potential. By using graph databases like Neo4j alongside Google Cloud GenAI tools, enterprises can unlock better accuracy, transparency, and ROI for their AI projects.

What You’ll Learn

  • The GenAI Revolution: Explore why Generative AI is considered the most transformative technology of the decade and how enterprises use it to achieve significant business outcomes.
  • Google Cloud’s GenAI Leadership: Learn about tools like Vertex AI, Agent Builder, and Model Garden that empower enterprises to deploy innovative GenAI solutions.
  • Challenges of GenAI: Understand the risks of hallucinations, traceability issues, and data governance challenges and why they impact stakeholder confidence.
  • The Role of Graph Databases: Discover how graph technology enhances retrieval-augmented generation (RAG), improves accuracy, and accelerates AI deployment.
  • Neo4j + Google Cloud: See how Neo4j, the leader in graph technology, enhances GenAI outcomes through its strategic partnership with Google Cloud.

Why Graph Matters for GenAI

  • Faster Analytics: Perform multi-level hierarchy traversals 1000x faster than relational databases.
  • Flexibility: Easily adapt schemas to incorporate new entities and relationships.
  • Improved Accuracy: Ground LLMs with knowledge graphs for better transparency and explainability.
  • Scalability: Enable robust data representation for AI applications at any scale.

Neo4j + Google Cloud: A Winning Combination

Neo4j’s graph technology, combined with Google Cloud’s GenAI tools, helps enterprises:

  • Enhance accuracy, relevancy, and personalization in AI applications.
  • Improve explainability and traceability of AI outputs.
  • Accelerate time-to-value with seamless BigQuery integration.

Download the Ebook

Discover how graph technology and Google Cloud can elevate your Generative AI projects.

Download the Ebook