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    <title>DEV Community: 김다희</title>
    <description>The latest articles on DEV Community by 김다희 (@_28e4bcc1b34aa22bcdfcb).</description>
    <link>https://dev.to/_28e4bcc1b34aa22bcdfcb</link>
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      <title>Built an API that translates Korean cosmetic ingredients into strict INCI standards (with AI hallucination control)</title>
      <dc:creator>김다희</dc:creator>
      <pubDate>Sun, 14 Jun 2026 14:51:58 +0000</pubDate>
      <link>https://dev.to/_28e4bcc1b34aa22bcdfcb/built-an-api-that-translates-korean-cosmetic-ingredients-into-strict-inci-standards-with-ai-46k2</link>
      <guid>https://dev.to/_28e4bcc1b34aa22bcdfcb/built-an-api-that-translates-korean-cosmetic-ingredients-into-strict-inci-standards-with-ai-46k2</guid>
      <description>&lt;p&gt;Hi everyone, I’ve noticed that many developers building Shopify apps or automated tools for K-Beauty dropshippers struggle heavily with ingredient translation.&lt;/p&gt;

&lt;p&gt;General translation tools (like DeepL or standard Google Translate) fail here because they don't provide regulatory-compliant INCI names, which can lead to strict customs rejections in the US or EU.&lt;/p&gt;

&lt;p&gt;To solve this specific bottleneck, I built the &lt;strong&gt;Legal K-Beauty INCI Translator API&lt;/strong&gt;. Instead of dealing with messy raw text, you just send the Korean ingredients via POST, and it returns a clean, structured JSON response.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Key Features:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Strict INCI Output:&lt;/strong&gt; Returns an array of exact INCI standard names.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Hallucination Control (Legal Safety):&lt;/strong&gt; If an ingredient is ambiguous or untranslatable, the API strictly refuses to guess and outputs "UNVERIFIED_MANUAL_CHECK_REQUIRED".&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Extra Data:&lt;/strong&gt; Automatically returns a Boolean for is_vegan_friendly and a general hazard_score.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;It's officially hosted on RapidAPI, so you can test the endpoint immediately without setting up a new billing account.&lt;/p&gt;

&lt;p&gt;🔗 &lt;strong&gt;Test the Endpoint here:&lt;/strong&gt;&lt;br&gt;
&lt;a href="https://rapidapi.com/dahee8703dahee8703/api/legal-k-beauty-inci-translator" rel="noopener noreferrer"&gt;https://rapidapi.com/dahee8703dahee8703/api/legal-k-beauty-inci-translator&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;If you're building e-commerce software in the K-Beauty niche, I’d love to hear your feedback on the JSON structure or any additional data fields you might need!&lt;/p&gt;

</description>
      <category>api</category>
      <category>kbeauty</category>
      <category>saas</category>
      <category>webdev</category>
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