Understanding APIs: The Backbone of Machine Learning Deployment

When we talk about building powerful machine learning solutions, like large language models or retrieval-augmented generation, one key element that often flies under the radar is how to connect all the data and models and deploy them in a real product. This is where APIs come in.

In this one, we’re diving into the world of APIs — what they are, why you might need one, and what deployment options are available.

Build Your First Scalable Product with LLMs: https://academy.towardsai.net/courses/beginner-to-advanced-llm-dev?ref=1f9b29

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Our ebook: https://academy.towardsai.net/courses/buildingllmsforproduction?ref=1f9b29