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    <title>Overview on Aillex — Do-It-Yourself AI</title>
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      <title>Build a Local Talking AI Avatar: The Complete Architecture</title>
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      <description>The full blueprint for a fully-local AI companion — speech in, animated talking character out — running on one consumer GPU. This is the map; every stage links to a hands-on guide.</description>
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