“GPT-3 Powers the Next Generation of Apps: Over 300 Applications Are Delivering GPT-3–powered Search, Conversation, Text Completion, and Other Advanced AI Features through Our API”, 2021-03-25 (; similar):
Nine months since the launch of our first commercial product, the OpenAI API, more than 300 applications are now using GPT-3, and tens of thousands of developers around the globe are building on our platform. We currently generate an average of 4.5 billion words per day, and continue to scale production traffic.
…As we scale access, our team is continually improving the platform—from implementing a content filter to offering new features for developers including our recently launched:
Answers endpoint: Searches provided information (documents, knowledge bases etc.) for relevant context to be added to the prompt before completing with GPT-3. Can be used to build applications like customer support bots with no fine-tuning.
Classifications endpoint: Can leverage labeled training data without fine-tuning. By searching for the closest examples with respect to the input query and adding them to prompt, it often matches the performance of state-of-the-art fine-tuned models, providing an autoML solution that is easy to configure and adapt.
Enhanced search endpoint: Provides the backbone for the Answers and Classifications endpoints that scales to a large number of documents while also being cheap and fast.
…Prompt library: Provides starter prompt design examples for dozens of use cases that users can begin programming with directly in Playground, like a Spreadsheet Generator, Grammar Corrector, or Airport Code Extractor.