Summary
OpenAI is the current leader in publicly available AI models, with state-of-the-art tools like ChatGPT, Codex, and Dall-E being accessible to everyone online. OpenAI also provides powerful and modular APIs that allow programmers to leverage the functionality of these models directly into their applications.
In this webinar, we will introduce the main concepts behind this class of models and how their functionality is published through the API. We will combine the tools provided by OpenAI to answer questions on a topic with ChatGPT, generate image variations from a text prompt with DALL-E, create a textual description of an image, and generate code from a prompt.
Program
Generative AI and OpenAI
Basic Principles
Transformers
Large Language Models
Temperature
Hallucinations
Image Models
API Structure
GPT Models
Basic Usage
Input Formatting
Multi-step Prompts
Document summarization
Embeddings
Understanding Embeddings
Question Answering
Recommendations
Long Texts
Image Generation
DALL-E Model
DALL-E vs GPT-4
Generating Images from a Prompt
Image Variations
Prompt Expansion with GPT
Code Generation and Explanation
CODEX Model
Generating Code from a Prompt
Explaining Existing Code
Generating Comments