Oracle introduces new features: in-database LLMs and automated vector store with HeatWave GenAI – ET Edge Insights

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Oracle introduces new features: in-database LLMs and automated vector store with HeatWave GenAI – ET Edge Insights



Oracle has introduced HeatWave GenAI, a new tool that allows customers to build generative AI applications without the need for AI expertise, data movement, or additional costs. This includes Large Language Models (LLMs) within the database, scalable vector processing, and natural language conversations based on unstructured data. With HeatWave GenAI, developers can create a vector store for unstructured content with a single SQL command, perform natural language searches, and conduct conversations using AI capabilities without the need for external databases or GPUs.

The new capabilities are available across all Oracle Cloud regions at no additional cost to HeatWave customers. The integration of in-database LLMs and vector storage simplifies the development process and reduces application complexity. HeatWave GenAI also includes features such as automated vector storage, scalable vector processing, and a chat interface for querying data in natural language.

By leveraging HeatWave GenAI, users can access pre-trained models from leading LLM providers, perform semantic searches, and create vector stores for business documents within the database. Benchmark tests have shown that HeatWave GenAI outperforms competitors such as Snowflake, Databricks, and Google BigQuery in terms of speed and cost efficiency. The tool is designed to democratize generative AI and make it more accessible to enterprises looking to leverage AI capabilities in their applications.

Customer feedback on HeatWave GenAI has been positive, with users highlighting the ease of use, affordability, and performance benefits of the tool. The integration of AutoML and AI capabilities within the database allows for seamless application development and improved results. Analysts have also praised HeatWave GenAI for its innovative approach to generative AI and its ability to deliver accurate results quickly and cost-effectively.

Overall, Oracle’s HeatWave GenAI is a groundbreaking tool that enables customers to harness the power of generative AI within their enterprise data without the need for specialized expertise or additional infrastructure. By simplifying the development process and improving performance, HeatWave GenAI sets a new standard for AI capabilities in the cloud.

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