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Getting Started with HeatWave GenAI

About This Workshop

Youtube Video

About This Workshop
In this workshop, get hands-on experience and learn how to use HeatWave GenAI, the industry's first automated in-database Generative AI service. HeatWave GenAI is unique because it seamlessly integrates large language models (LLMs) and embedding generation within the database, eliminating the need for external services. This integration enhances performance and security, simplifies application complexity, and reduces costs as it runs on CPUs. HeatWave GenAI integrates seamlessly with other in-database HeatWave capabilities such as machine learning, analytics, and Lakehouse, opening up a new class of applications and providing higher-quality responses. With HeatWave GenAI, you can effortlessly generate new and realistic content, speed up manual or repetitive tasks like summarizing large documents, and engage in natural language interactions.

Workshop Info

2 hours

Lab 1: Create a HeatWave instance

Lab 2: Create a Compute instance

Lab 3: Connect to the HeatWave Instance from Visual Studio Code

Lab 4: Use HeatWave In-database LLM to Generate and Summarize Content

Lab 5: Perform Retrieval Augmented Generation

Lab 6: Build HeatWave RAG Chat Application

  • Helpful to know Heatwave but not required
  • Some understanding of cloud and database terms is helpful

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