Getting Started with Generative AI
This series of blog posts aims to guide users from absolute beginners to building a fully functioning, scalable Generative AI application using Kappa Architecture and the Kora engine. The first post delves into the basics of GenAI and large language models (LLMs), explaining how they work and how to integrate them within an organization. It also covers different ways to integrate generative AI into a business, including accessing tools like ChatGPT or Bard, integrating aspects of applications with third-party LLMs via APIs, using open source LLMs, and training custom models from scratch. The subsequent posts will explore the Kappa Architecture, context, memory, private data, scaling up, and real-world production application integration with GPT-4 and streaming data.
Company
Confluent
Date published
Oct. 24, 2023
Author(s)
Erin Junio, David Peterson, Michael Drogalis
Word count
4375
Hacker News points
None found.
Language
English