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Can anyone give me some pointers for a project I want to start?

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I have a raspberry pi, and I want to make a thing in my room sort of like Siri, that I will be able to talk to and it will pull things up on a screen. I will use some free speech recognition software, but what I don't understand is how to go about making it "understand" what I said. How do things like Siri do this? There are lots of different ways to ask Siri to set an alarm. How should I do this?

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