Oracle AI Optimizer and Toolkit
Oracle Backend for Microservices and AI Version 1.4.0 introduces Oracle AI Optimizer and Toolkit.
The Oracle AI Optimizer and Toolkit provides a streamlined environment where developers and data scientists can explore the potential of Generative Artificial Intelligence (GenAI) combined with Retrieval-Augmented Generation (RAG) capabilities. By integrating Oracle Database 23ai AI Vector Search, the Oracle AI Optimizer and Toolkit enables users to enhance existing Large Language Models (LLMs) through RAG.
It provides a n environment for experimentation and iteration, allowing you to easily optimize a chatbot/RAG use case by exploring different models, chunking strategies, vector similarity algorithms, prompts, model parameters, memory, re-ranking, and evaluation.
For more information please visit:
- the GitHub repo
- the Documentation
- this OCI Cloud Coaching session titled Building a real chatbot with Oracle Database 23ai, (video) which includes discussion of the background concepts and a demonstration of this feature.