What is API Development
Design and creation of software interfaces through which services exchange data and functions.
Definition
API development is important for AI because models often need to be connected to websites, applications, CRMs, bots, and back-end systems. A good API is clear, stable, secure, and documented. It determines what requests can be sent, what options are available, and what response the application receives.
Example
The developer makes an API through which the site sends the text of the document to the AI service and receives a short summary.
Why it matters
The term is important for owners of AI projects: even a strong model will not be useful if it is inconvenient and unsafe to connect.
How it works
APIs are designed through endpoints, methods, parameters, data schemas, authentication, limits, errors, and documentation.
Where it is used
- integration of AI services
- connecting models to the site
- automation through external services
Limitations
A bad API creates crashes, leaks, and difficulty maintaining. Particularly dangerous are weak authorization, unclear errors and lack of limits.