Builders can now describe capabilities to gpt-4-0613 and gpt-3.5-turbo-0613, and have the mannequin intelligently select to output a JSON object containing arguments to name these capabilities. It is a new method to extra reliably join GPT’s capabilities with exterior instruments and APIs.
These fashions have been fine-tuned to each detect when a operate must be referred to as (relying on the consumer’s enter) and to reply with JSON that adheres to the operate signature. Perform calling permits builders to extra reliably get structured knowledge again from the mannequin. For instance, builders can:
- Create chatbots that reply questions by calling exterior instruments (e.g., like ChatGPT Plugins)
Convert queries equivalent to “E-mail Anya to see if she desires to get espresso subsequent Friday” to a operate name like send_email(to: string, physique: string), or “What’s the climate like in Boston?” to get_current_weather(location: string, unit: 'celsius' | 'fahrenheit').
- Convert pure language into API calls or database queries
Convert “Who’re my high ten prospects this month?” to an inside API name equivalent to get_customers_by_revenue(start_date: string, end_date: string, restrict: int), or “What number of orders did Acme, Inc. place final month?” to a SQL question utilizing sql_query(question: string).
- Extract structured knowledge from textual content
Outline a operate referred to as extract_people_data(folks: [{name: string, birthday: string, location: string}]), to extract all folks talked about in a Wikipedia article.
These use circumstances are enabled by new API parameters in our /v1/chat/completions endpoint, capabilities and function_call, that permit builders to explain capabilities to the mannequin by way of JSON Schema, and optionally ask it to name a selected operate. Get began with our developer documentation and add evals in the event you discover circumstances the place operate calling may very well be improved
