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lines changed Original file line number Diff line number Diff line change @@ -355,13 +355,18 @@ to provide services to other different environments, such as a web application o
355355different programming languages, such as Java or C#.
356356
357357Both REST API and SOAP API can meet your needs on this. REST API is relatively light-weighted, but SOAP API is
358- not that complicated either. You can pick any of them based on your personal preferences.
358+ not that complicated either. You can pick any of them based on your personal preferences.
359+
360+ As there are many online tutorials talking about the technical details of how REST and SOAP work, I only want to
361+ provide concrete working examples to illustrate the approaches.
359362
360363- REST API
364+ An example based on Flask framework in Python as the server, while Java and Tomcat as the client can be found in
365+ my [ ChatLearner Project] ( https://github.com/bshao001/ChatLearner/tree/master/webui_alternative ) .
361366
362367- SOAP API
363-
364- ### TensorFlow Serving
368+ An example based on Tornado web server in Python as the server, while Java and Tomcat as the client can also be
369+ found in my [ ChatLearner Project ] ( https://github.com/bshao001/ChatLearner/tree/master/webui ) .
365370
366371# References:
3673721 . http://cv-tricks.com/how-to/freeze-tensorflow-models/
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