Describe code generation capabilities of Azure OpenAI Service
GPT models possess the capability to interpret NL or code excerpts and convert them into executable code. OpenAI’s GPT models exhibit proficiency across a wide array of languages, including C#, JavaScript, Perl, PHP, PowerShell, Ruby, Swift, TypeScript, SQL, and Go—though Python is its strongest suit.
These models undergo training on both NL and vast repositories containing billions of lines of code. They excel in generating code based on NL instructions, including code comments, and can provide suggestions for completing code functions.
Codex, a descendent of GPT-3, has been trained on a variety of code samples and repositories in different languages and can answer code completion or review tasks.
In this example, a GPT has been asked to generate a code example that adds up all of the numbers between 1 and 100:
Figure 11.18 – Instructing GPT to generate a code example...
