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Displaying posts with tag: MySQL GenAI (reset)
Build a RAG System with LangChain and MySQL HeatWave GenAI

Retrieval-Augmented Generation (RAG) is a powerful technique that enhances the capabilities of Large Language Models (LLMs) for enterprise data. By grounding the model in information from your vector store/knowledge base, RAG helps produce more accurate, relevant, and trustworthy answers. MySQL HeatWave is a fully managed MySQL database service that combines transactions, analytics, machine learning, and […]

Semantic and Keyword—Hybrid Search in MySQL HeatWave

Introduction MySQL HeatWave is a fully managed MySQL database service that combines transactions, analytics, machine learning, and GenAI services, without ETL duplication. Also included is MySQL HeatWave Lakehouse, which allows users to query data in object storage, MySQL databases, or a combination of both. Users can deploy MySQL HeatWave–powered apps on a choice of public […]

Interact with MySQL in natural language

We are excited to announce the release of Natural Language to SQL (NL2SQL) capability for MySQL (with the AI option) and MySQL HeatWave cloud service. Natural language interface is essential for modern data platforms, allowing users to explore information more quickly. NL2SQL capability converts natural language statements into SQL queries, simplifying data analysis, accelerating insights, […]

Developing applications using LangChain and MySQL HeatWave GenAI – Part 1

MySQL HeatWave is a fully managed database service designed to help enterprises efficiently handle data warehousing, analytics, machine learning, and transaction processing within a single database. With the launch of HeatWave GenAI, the platform’s capabilities now extend to unstructured data, empowering enterprises to harness the potential of Generative AI. HeatWave GenAI features in-database LLMs, in-database […]

Using MySQL HeatWave as a knowledge base with the OCI AI Agent Platform

MySQL HeatWave is the only fully managed MySQL database service that combines transactions, analytics, machine learning, and GenAI services, without ETL duplication. It also includes MySQL HeatWave Lakehouse, allowing users to query data stored in object storage, MySQL databases, or a combination of both. Users can deploy MySQL HeatWave–powered apps on a choice of public […]

Introducing Natural Language to SQL for MySQL HeatWave

MySQL HeatWave is the only fully managed MySQL database service that combines transactions, analytics, machine learning, and GenAI services, without ETL duplication. It also includes MySQL HeatWave Lakehouse, allowing users to query data stored in object storage, MySQL databases, or a combination of both. Users can deploy MySQL HeatWave–powered apps on a choice of public clouds: Oracle Cloud Infrastructure (OCI), Amazon Web Services (AWS), and Microsoft […]

Using In-HeatWave LLMs on OCI Always Free

HeatWave MySQL is the only fully managed MySQL database service that combines transactions, analytics, machine learning, and GenAI services, without ETL duplication. It also includes HeatWave Lakehouse, allowing users to query data stored in object storage,MySQL databases, or a combination of both. Users can deploy HeatWave MySQL–powered apps on a choice of public clouds: Oracle Cloud Infrastructure (OCI), Amazon Web Services (AWS), and Microsoft Azure. This […]

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