OpenAI Playground
OpenAI Playground is a web-based interface for interacting with and experimenting with OpenAI models, prompts, assistants, and generation settings.
Grokking AI Applications
A testing environment for interacting with an AI application and observing its results during development.
- How it is used
- Supports interactive testing, comparison, iteration, and debugging while developing a GenAI application.
- How deep it goes
- Demonstrates real-time interaction and memory comparisons, but does not descend into implementation internals.
- Examples
- Uses a pirate chatbot and memory toggles to demonstrate conversational testing and user-experience comparison.
- What you can do after
- Operate/configure a GenAI flow, test conversations, compare component behavior, and debug through rapid interactive iteration.
Read how Grokking AI Applications explains OpenAI Playground →
The Complete Obsolete Guide to Generative AI
A web-based interface for experimenting with OpenAI language models, prompts, and generation settings.
- How it is used
- Supports prompt experimentation, model configuration, and transition from interactive testing to API-driven automation.
- How deep it goes
- Demonstrates one-exchange prompting, configuration controls, and generated Python, while leaving detailed code mechanics unexplained.
- Examples
- Uses prompt entry, model selection, configuration experiments, and View Code-generated Python as practical examples.
- What you can do after
- Apply it via the Playground, then copy configured Python code for API execution and automation.
Read how The Complete Obsolete Guide to Generative AI explains OpenAI Playground →
Related concepts
- OpenAI APIuses · The OpenAI API is a programming interface that allows software applications to send requests to OpenAI models and services and receive responses.
- ChatGPTcontrasts with · ChatGPT is OpenAI’s conversational AI service, which lets users interact with generative AI models and related tools through natural-language prompts.
- promptuses · An input, typically containing instructions or context, supplied to an artificial-intelligence model to guide or elicit its output.
- GPT modeluses · A GPT model is a generative pretrained Transformer language model that produces text autoregressively by predicting successive tokens from preceding context.
- fine-tuninguses · Fine-tuning is adapting a pretrained machine-learning model by training it further on targeted data or objectives for a task, domain, or behavior.
These guides are generated from the text of Manning books by Manning's knowledge graph and link to the sections they draw on. The full books are available on liveBook and at manning.com.

