Building Generative AI Chatbot Using Oracle Cloud Infrastructure
Jay Ashok Shah, Nisha Ramesh Iyer · 2024
Artificial intelligence (AI) and Generative AI (GenAI) are revolutionizing technology and businesses at an extraordinary speed, providing numerous benefits that can position a company at the forefront of a swiftly changing market. The adoption of Generative AI will strengthen and enhance the role of chatbots in organizations and provide a more efficient and versatile user experience. Successfully integrating these technologies into enterprise systems requires a reliable, scalable, and secure infrastructure. Oracle Cloud Infrastructure (OCI) emerges as a powerful platform designed and crafted to facilitate the building and deployment of Generative AI applications. OCI’s comprehensive suite of AI and machine learning tools like OCI Generative AI service and its exceptional high-performance computing capabilities offers an optimal environment for developing cutting-edge Generative AI solutions. This paper explores the inner workings of Large Language Models (LLMs), OCI Generative AI service and focuses on building Chatbot using pre-trained and custom LLM models with the goal of allowing end users to gain insights seamlessly and efficiently. By presenting a comprehensive guide to leverage OCI for Generative AI, this paper aims to serve as a valuable resource for developers and organizations that are looking to harness cloud-based solutions for innovative AI-driven applications.