gpt-func-calling is a developer toolkit that showcases OpenAI’s function calling feature, allowing chat-based AI to interact with external services. By defining function signatures in JSON, developers guide GPT-3.5/4 to recognize when to call a function, automatically format arguments, and handle the response in a structured manner. This streamlines integration with weather APIs, database queries, or custom business logic, ensuring consistent, reliable outputs without manual parsing.

The Copilot Extension for Groq transforms how developers write Groq queries by embedding GitHub Copilot’s AI capabilities directly into VS Code. Once installed, the extension recognizes .groq files and activates Copilot suggestion windows, offering context-aware autocompletion for Groq filters, projections, and ordering clauses. It analyzes the current schema context and previous code to generate precise query snippets, reducing manual syntax lookup. Developers can accept, cycle through, or tweak suggestions inline, accelerating development of complex data queries for Sanity CMS. With support for inline documentation hints and real-time pattern recommendations, this extension streamlines query prototyping, debugging, and optimization, enabling teams to focus on application logic instead of Groq syntax intricacies.