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AI Summary: A foundational software engineering guide focused on securely and efficiently integrating OpenAI's powerful APIs into custom web and enterprise applications.

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Developing Apps with GPT-4 and ChatGPT: Build Intelligent Chatbots, Content Generators, and More

Olivier Caelen·
Marie-Alice Blete

ABSTRACT

This O'Reilly guide serves as a foundational text for developers looking to integrate the power of OpenAI's models into their software stack. It provides a comprehensive overview of the OpenAI API, detailing how to utilize embeddings for semantic search, fine-tune models on custom datasets, and build context-aware conversational interfaces. The authors emphasize software engineering best practices, including securing API keys, handling rate limits, and designing robust user experiences around non-deterministic AI outputs.

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