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REST APIs in Manufacturing

Blog post from Roboflow

Post Details
Company
Date Published
Author
Erik Kokalj
Word Count
1,852
Company Posts That Month
53
Language
English
Hacker News Points
-
Post removed?
No
Summary

REST APIs, or Representational State Transfer Application Programming Interfaces, are integral to modern manufacturing environments for exchanging discrete business data between various software systems such as MES, ERP, and quality systems. They operate on a request-response model over HTTP, making them suitable for logging inspection results, requesting model inferences, and pulling production analytics. While REST APIs facilitate data exchange across software platforms due to their stateless, language-agnostic, and firewall-friendly properties, they are not ideal for real-time control tasks on the factory floor, which require deterministic industrial protocols like EtherNet/IP or Modbus TCP. Instead, REST is best suited for transactions at human and business timescales, where structured records are exchanged rather than continuous data streams. REST APIs also play a crucial role in vision AI applications within manufacturing, allowing seamless image analysis and inspection result postings to MES and quality systems. They complement other protocols like MQTT and OPC UA, which handle continuous data streams and machine-to-machine communication. Secure integration practices, such as using API keys and handling failures gracefully, are essential to ensure reliable REST API operations in a plant setting.

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