We analyze a public dataset, DevGPT, comprising 17,622 ChatGPT prompts, and 12,031 code snippets. Our findings show Python, Bash, and JavaScript as primary languages used in developer-ChatGPT interactions. We find that data manipulation/exchange languages/formats, namely JSON and SQL, require ...
However, effective use of new technologies in education requires a good understanding of the technology and good design for its use. Generative AI such as ChatGPT requires particularly well-designed instructions due to its ease of use in asking and answering questions using natural language. This ...
Deploying GPT-4 (or the Large Language Model) within the educational domain requires careful consideration of the construction of prompts to maximize the efficiency of the model (Liu et al., 2024). In this study, a modular hybrid prompt design (Liu et al., 2022) was used to ensure relevan...
The code interpreter in ChatGPT supports a variety of programming languages, including Python, JavaScript, Ruby, Java, C++, and more. You can specify the desired language in the initial code block declaration. When you run the code, the interpreter will execute it and provide the output within...
We conducted a series of experiments where ChatGPT was prompted with a set of 240 programming problems curated from the well-known coding website LeetCode.2 In our experiments, we targeted two different programming languages, i.e., C++ and Java, and used publicly available data provided by ...
A variable in GPTLang is a named storage location that holds a value. A variable must be declared with a VAR keyword before it can be used in the code. The syntax for declaring a variable is: VAR <variable_name>:<data_type> <value> The <variable_name> field specifies the name of...
I’ll also cover how they are used in AI, highlight their top packages and libraries, discuss the AI roles that primarily use them and provide resources to help you get started. What Are AI Programming Languages? AI programming languages are tools used to build applications that simulate ...
one instructor copied old homework questions into ChatGPT as a live demo in a lecture and asked students to critique the strengths and weaknesses of the AI-generated code. That said, instructors considered these strategies short-term patches; the sudden appearance of ChatGPT at the end of 2022...
Below is an example code snippet taking everything thus far into consideration. Interestingly, prior to this snippet, ChatGPT was identifying snippets as a variety of different programming languages. This is the first time that ChatGPT has identified generated code as 'datalang': ...
Aider works with most popular languages: python, javascript, typescript, php, html, css, and more... Aider works best with GPT-4o & Claude 3.5 Sonnet and can connect to almost any LLM. Aider can edit multiple files at once for complex requests. Aider uses a map of your entire git re...