September 30, 2025

OpenAI API Cookbook: Build intelligent applications including chatbots, virtual assistants, and content generators

18 minutes

A practical guide for building intelligent applications using the OpenAI API. The book provides step-by-step instructions on leveraging various OpenAI endpoints, including Chat Completions, Images, and Audio, to create diverse applications like chatbots, virtual assistants, and content generators. It explains how to interact with the API through tools like Postman and the OpenAI Python library, and discusses the impact of key parameters such as model (GPT-3.5 vs. GPT-4), number of responses (n), and temperature. Furthermore, the book covers advanced features like text embeddings for semantic comparisons, fine-tuning models for specific use cases, and building knowledge-retrieval assistants that can source information from custom documents like PDFs, emphasizing the creation of functional, real-world AI solutions.

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