Requirements
OpenAI has opened a pandora of solutions for the industry. The applications of OpenAI are many and often demand different types of data and processing techniques. The requirements of an OpenAI/AI data product will vary, depending on the solution you are building. Let’s look at some common OpenAI/AI solution scenarios:
- Text summarization: Summarizing research papers, financial reports, and policy documents
- Question and answer chatbot: A human resources chatbot for employees, a product chatbot for product inquiries, and a healthcare bot to answer common healthcare questions
- Text generation: Copywriting in marketing, drafting legal documents, and auto-generating emails for common customer support issues
- Data interpretation: Generating data analysis in natural language for natural language queries
Other than these solution scenarios, various architectural patterns are emerging. One such example is Retrieval Augmented Generation (RAG), which...
