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Timeline for API for a statefull AI server

Current License: CC BY-SA 4.0

14 events
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Feb 25, 2023 at 7:50 comment added Criticizing Israel not allowed What's wrong with storing information in a variable?
Dec 19, 2022 at 11:58 history edited Karol Borkowski CC BY-SA 4.0
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Dec 19, 2022 at 9:38 history edited Karol Borkowski CC BY-SA 4.0
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Dec 19, 2022 at 9:22 history edited Karol Borkowski CC BY-SA 4.0
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Dec 19, 2022 at 9:04 comment added John Wu How is the AI model implemented? Are you using something open source? What language?
Dec 19, 2022 at 8:53 history edited Karol Borkowski CC BY-SA 4.0
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Dec 19, 2022 at 8:41 comment added Laiv @KaspervandenBerg the problem is that it's unclear what's your concern. You are talking about global variables when they aren't necessary. You aren't speaking about caching because you think caches are only for letters and numbers (and that's not true). So, what's the problem? Is it at performance? Resources? scaling ...?
Dec 18, 2022 at 22:30 comment added Kasper van den Berg Must the image analysis run inside Django? Can it not be a separate process receiving requests via (e.g.) a queue from Django and sending processed images via file system/Dicom/queue?
Dec 18, 2022 at 11:42 comment added Karol Borkowski @Laiv Yes, but it's not a simple text or numerical variable, but heavy Keras models.
Dec 18, 2022 at 11:42 comment added Karol Borkowski @candied_orange You're right, it doesn't. I need a variable though, which is available in the whole app.
Dec 18, 2022 at 11:22 comment added Laiv @KarolBorkowski can we assume that, by global variable you mean caching? I mean, holding data which lifecycle span several requests untill is no longer necessary due to user inactivity or because it expires (for whatever reason)
Dec 18, 2022 at 9:28 answer added Ewan timeline score: 5
Dec 18, 2022 at 2:33 comment added candied_orange Huh? Why does loading models require a global variable?
Dec 17, 2022 at 15:12 history asked Karol Borkowski CC BY-SA 4.0