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Quickstart

OpenAI has trained cutting-edge language models that are very good at understanding and generating text. Our API provides access to these models and can be used to solve virtually any task that involves processing language.

In this quickstart tutorial, you’ll build a simple sample application. Along the way, you’ll learn key concepts and techniques that are fundamental to using the API for any task, including:

• Content generation
• Summarization
• Classification, categorization, and sentiment analysis
• Data extraction
• Translation
• Many more!

Introduction

The completions endpoint is the core of our API and provides a simple interface that’s extremely flexible and powerful. You input some text as a prompt, and the API will return a text completion that attempts to match whatever instructions or context you gave it.

Prompt

Write a tagline for an ice cream shop.

Completion

We serve up smiles with every scoop!

You can think of this as a very advanced autocomplete — the model processes your text prompt and tries to predict what’s most likely to come next.

1Start with an instruction

Imagine you want to create a pet name generator. Coming up with names from scratch is hard!

First, you’ll need a prompt that makes it clear what you want. Let’s start with an instruction. Submit this prompt to generate your first completion.

history of Pakistan  

The history of Pakistan encompasses the history of the region constituting modern-day Pakistan. Prior to independence in 1947, the land that is now Pakistan was a part of the British Indian Empire. Prior to that, it was ruled by various empires and dynasties, including the Persian Achaemenid Empire, Alexander III of Macedon, the Indian Maurya Empire, the Arab Umayyad Caliphate, the Turkic Delhi Sultanate, the Mughal Empire, the