Chapter 4 HeatWave GenAI

Table of Contents

4.1 HeatWave GenAI Overview

4.2 Getting Started with HeatWave GenAI

4.2.1 Requirements

4.2.2 Supported Languages, Embedding Models, and LLMs

4.2.3 Authenticating OCI Generative AI Service

4.2.4 Quickstart: Setting Up a Help Chat

4.3 Generating Text-Based Content

4.3.1 Generating New Content

4.3.2 Summarizing Content

4.4 Performing a Vector Search

4.4.1 HeatWave Vector Store Overview

4.4.2 Setting Up a Vector Store

4.4.3 Updating the Vector Store

4.4.4 Running Retrieval-Augmented Generation

4.5 Running HeatWave Chat

4.5.1 Running HeatWave GenAI Chat

4.5.2 Viewing Chat Session Details

4.6 Generating Vector Embeddings

4.7 HeatWave GenAI Routines

4.7.1 ML_GENERATE

4.7.2 ML_GENERATE_TABLE

4.7.3 VECTOR_STORE_LOAD

4.7.4 ML_RAG

4.7.5 ML_RAG_TABLE

4.7.6 HEATWAVE_CHAT

4.7.7 ML_EMBED_ROW

4.7.8 ML_EMBED_TABLE

4.8 Troubleshooting Issues and Errors

This chapter describes HeatWave GenAI.