Date: 2024-04-26
Time: 08:50–09:35
Room: Hub1
Level: Beginner
OpenAI's GPT neural network can be enhanced and customized with plugins. For instance, the Expedia plugin arms the AI with current data on lodging prices and availability, allowing users to book their next trip directly through the ChatGPT interface.
In this session, you'll gain practical experience with large language models (LLMs) by creating a Postgres-backed plugin for the OpenAI platform from the ground up. We'll start with the basics, creating a generative AI application that uses the OpenAI GPT model and Postgres pgvector extension for a variety of natural language processing (NLP) tasks. We'll then enhance the application's responsiveness and the quality of the LLM-generated responses by building a retrieval-augment generation (RAG) pipeline with Postgres as a core component. Finally, we’ll discover how to launch and monetize your Postgres-backed plugin on the OpenAI platform, making it accessible to millions of users.