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Write a markdown tutorial with code examples to get started with OpenAI’s completion API in a modern symfony 5 web application with full static typing. The main example is about having GPT-3 fill a symfony form (with multiple fields) initial data using a textarea where the user can enter a natural language description of the information. The code dynamically builds a completion prompt by using the symfony form field names and description. The code uses a composer package for the openapi sdk that is uses guzzle.
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Markdown Tutorial for OpenAI's Completion API in a Symfony 5 Web Application
In this tutorial, we will discuss how to get started with OpenAI's completion API in a modern Symfony 5 web application with full static typing. We will be focusing on building a form that utilizes OpenAI's completion API to fill in initial data from a textarea where a user can enter a natural language description of the information. We will be using a composer package for the OpenAPI SDK that uses Guzzle.
Prerequisites
Familiarity with Symfony 5
Familiarity with OpenAI's Completion API
A composer package for the OpenAPI SDK
Step 1: Install the OpenAPI SDK
First, we need to install the OpenAPI SDK. This can be done using composer:
composer require guzzlehttp/guzzle
Once the package is installed, we can now use it in our Symfony 5 application.
Step 2: Create the Form
Next, we need to create the form that we will be using with the OpenAPI SDK. This form will have multiple fields and will have a textarea where a user can enter a natural language description of the information that they want to fill in the form fields.
Here is an example of a Symfony 5 form that we can use:
Now that we have our form created, we need to dynamically build the completion prompt by using the Symfony form field names and description. To do this, we can use the OpenAPI SDK.
In this tutorial, we discussed how to get started with OpenAI's completion API in a modern Symfony 5 web application with full static typing. We focused on building a form that utilizes OpenAI's completion API to fill in initial data from a textarea where a user can enter a natural language description of the information. We used a composer package for the OpenAPI SDK that uses Guzzle. Finally, we discussed how to dynamically build a completion prompt and how to populate the form with the completion response.