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    <title>Forem: Yusron Andrian</title>
    <description>The latest articles on Forem by Yusron Andrian (@yusron_andrian).</description>
    <link>https://forem.com/yusron_andrian</link>
    <image>
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      <title>Forem: Yusron Andrian</title>
      <link>https://forem.com/yusron_andrian</link>
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    <language>en</language>
    <item>
      <title>Apa itu DAKON?</title>
      <dc:creator>Yusron Andrian</dc:creator>
      <pubDate>Sat, 24 May 2025 09:40:46 +0000</pubDate>
      <link>https://forem.com/aws-builders/apa-itu-dakon-1ddm</link>
      <guid>https://forem.com/aws-builders/apa-itu-dakon-1ddm</guid>
      <description>&lt;p&gt;Dakon, atau yang juga dikenal dengan berbagai nama lain seperti Congklak, Mancala, atau Sungka, adalah sebuah permainan tradisional yang telah lama menjadi bagian dari budaya di berbagai belahan dunia, termasuk Indonesia. Permainan ini dimainkan oleh dua orang menggunakan papan kayu atau plastik yang memiliki sejumlah lubang kecil (biasanya 14 atau 16) dan dua lubang besar di kedua ujungnya yang disebut "rumah" atau "lumbung". &lt;br&gt;
Biji-bijian, yang bisa berupa kerang, biji tumbuhan, atau manik-manik kecil, digunakan sebagai alat untuk dimainkan.&lt;/p&gt;

&lt;p&gt;Di tengah gempuran permainan digital, eksistensi dakon sebagai permainan tradisional mulai tergerus. &lt;br&gt;
Namun, upaya pelestarian terus dilakukan oleh berbagai pihak, mulai dari mengenalkannya kembali kepada generasi muda hingga mengadaptasinya dalam bentuk aplikasi digital. &lt;/p&gt;

&lt;p&gt;Tapi? &lt;br&gt;
Bisakah kita membuat game dakon itu sendiri?&lt;br&gt;
TENTU BISA, dan sangat mudah, tidak lebih dari 10 menit kita sudah bisa membuat dakon itu sendiri, dengan bantuan Amazon Q CLI,&lt;/p&gt;

&lt;p&gt;okaay, sebelum dimulai pembuatannya game nya, harus sudah menginstall  &lt;a href="https://docs.aws.amazon.com/amazonq/latest/qdeveloper-ug/command-line-installing.html" rel="noopener noreferrer"&gt;Amazon Q CLI&lt;/a&gt; dan &lt;a href="https://www.pygame.org/wiki/GettingStarted" rel="noopener noreferrer"&gt;PyGame&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fnt8811p4oqcdeex8p4ut.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fnt8811p4oqcdeex8p4ut.png" alt="Image description" width="800" height="404"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;setelah menginstall tools sebelumnya,&lt;br&gt;
kita langsung bisa membuat game nya,&lt;/p&gt;

&lt;p&gt;Pertama, untuk memastikan Amazon Q mengetahui apa itu dakon, kita tanyakan, agar kita mengerti bahwa si Amazon Q tau apa yang mau dibuat,&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Frlm7h8zmr2s7uquur4ms.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Frlm7h8zmr2s7uquur4ms.png" alt="Image description" width="800" height="437"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Setelah mengetahui apa itu dakon, kita minta tolong buatin game nya&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fj7aww19hzw16lwrn1w5e.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fj7aww19hzw16lwrn1w5e.png" alt="Image description" width="800" height="554"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;kita tunggu beberapa saat untuk Amazon Q CLI untuk membuat game nya&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fh23y8kvvqjs2pwctsbah.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fh23y8kvvqjs2pwctsbah.png" alt="Image description" width="800" height="700"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;sudah terbuat game nya, cepat bukan?&lt;br&gt;
bahkan diberitahu apa itu dakon dan bagaimana cara memainkannya,&lt;/p&gt;

&lt;p&gt;oke kita coba mainkan,&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fbv0swqdd9k5wjn70wc9c.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fbv0swqdd9k5wjn70wc9c.png" alt="Image description" width="800" height="424"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;ini sudah bisa kita mainkan&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F9vmgswgmmqqp4kqxnz9u.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F9vmgswgmmqqp4kqxnz9u.png" alt="Image description" width="800" height="429"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;siapa yang menang yaaa ??&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fbjkooxkeh58nb9x7g68j.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fbjkooxkeh58nb9x7g68j.png" alt="Image description" width="800" height="427"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Kita bisa menang semua dan membuat game lebih mudah dengan tool Amazon Q CLI dan PyGame,&lt;/p&gt;

&lt;p&gt;untuk mencoba gamenya bisa ke &lt;a href="https://github.com/yusronandrian/q-dakon" rel="noopener noreferrer"&gt;DAKON&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;See yaa in the next topic,&lt;br&gt;
Thanks!&lt;/p&gt;

</description>
      <category>awschallenge</category>
      <category>ai</category>
      <category>cli</category>
    </item>
    <item>
      <title>Buat AI chatbot dengan Deepseek R1: Studi Kasus chatbot untuk C Level</title>
      <dc:creator>Yusron Andrian</dc:creator>
      <pubDate>Thu, 20 Mar 2025 16:21:41 +0000</pubDate>
      <link>https://forem.com/aws-builders/buat-ai-chatbot-dengan-deepseek-r1-studi-kasus-chatbot-untuk-c-level-37i</link>
      <guid>https://forem.com/aws-builders/buat-ai-chatbot-dengan-deepseek-r1-studi-kasus-chatbot-untuk-c-level-37i</guid>
      <description>&lt;p&gt;Hallo Builders,&lt;br&gt;
Topik kali ini kita akan bahas chatbot untuk C Level&lt;br&gt;
gimana sih kita bisa membuat chatbot yang relevan dengan kebutuhan C Level?&lt;/p&gt;

&lt;p&gt;sebelum kita lanjut ke cara pembuatannya arsitektur yang akan kita buat akan tampak seperti berikut&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ft4f8ku14sudcmlrd26q8.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ft4f8ku14sudcmlrd26q8.png" alt="Image description" width="800" height="455"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;disini kita menggunakan S3 sebagai penyimpanannya data set yang akan dibuat bahan pertanyaan C Level tersebut&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F1xq6ghy0qxov00waseyz.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F1xq6ghy0qxov00waseyz.png" alt="Image description" width="534" height="296"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;dari data yang kita miliki tersebut kita bisa menyimpannya ke dalam S3:&lt;br&gt;
Pertama kita akan create bucket nya dulu &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fngi0zabs1yi8lg3y96se.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fngi0zabs1yi8lg3y96se.png" alt="Image description" width="800" height="185"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;klik create bucket&lt;br&gt;
&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fha2543mch722273a1q6q.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fha2543mch722273a1q6q.png" alt="Image description" width="800" height="299"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;setelah kita create bucket, kita upload dataset kita &lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fqhu355ne5jcoo2t5ffp8.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fqhu355ne5jcoo2t5ffp8.png" alt="Image description" width="800" height="358"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;setelah itu bisa kita create kan untuk user agent bedrock kita untuk sebagai perantara backend kita&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fpqcybc4gg80ayfyzk5lt.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fpqcybc4gg80ayfyzk5lt.png" alt="Image description" width="800" height="238"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fkwxtyiyt0cscme0qsr25.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fkwxtyiyt0cscme0qsr25.png" alt="Image description" width="800" height="308"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fmg4e7naev9i6eul4b8xd.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fmg4e7naev9i6eul4b8xd.png" alt="Image description" width="800" height="341"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F3ttm6r6zr5mfzls9a09x.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F3ttm6r6zr5mfzls9a09x.png" alt="Image description" width="800" height="398"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;dan kita dapatkan access key dan secretnya untuk integrasi backend kita&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fovm9k1ed05ajrt10nk4v.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fovm9k1ed05ajrt10nk4v.png" alt="Image description" width="800" height="370"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;setelah itu kita bisa buatkan knowledgebase bedrock yang kita integrasikan dengan s3&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fqh8y4j29wkeafv2650rw.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fqh8y4j29wkeafv2650rw.png" alt="Image description" width="800" height="451"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Frwid9pzudhbqohr3qr49.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Frwid9pzudhbqohr3qr49.png" alt="Image description" width="352" height="149"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F0fhjgyy09ljlg9cnt4hh.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F0fhjgyy09ljlg9cnt4hh.png" alt="Image description" width="800" height="566"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F3l0ha58ngtpn4bvsq5kb.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F3l0ha58ngtpn4bvsq5kb.png" alt="Image description" width="800" height="392"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fvffzas96bm2duznfanji.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fvffzas96bm2duznfanji.png" alt="Image description" width="800" height="500"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fqoe4iu5elcfrljqta81k.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fqoe4iu5elcfrljqta81k.png" alt="Image description" width="800" height="535"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fbtyquk8rspfn1qhzt0kj.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fbtyquk8rspfn1qhzt0kj.png" alt="Image description" width="800" height="475"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fu9iz55thozpvtoa23dm3.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fu9iz55thozpvtoa23dm3.png" alt="Image description" width="800" height="517"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;setelah jadi knowledgebase kita, bisa kita cobain di test knowledgebase dengan model deepseek r1&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Flxhva39n4fxq2dk2p4w4.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Flxhva39n4fxq2dk2p4w4.png" alt="Image description" width="446" height="762"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;dan setelah berhasil,&lt;br&gt;
kita bisa integrasikan dengan git berikut:&lt;br&gt;
&lt;a href="https://github.com/yusronandrian/aws-rag-agent-runtime" rel="noopener noreferrer"&gt;https://github.com/yusronandrian/aws-rag-agent-runtime&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Frg2zexdmzdecg9e0ofqc.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Frg2zexdmzdecg9e0ofqc.png" alt="Image description" width="800" height="483"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;dan bisa kita cobain AI yang telah kita create&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F00kyrov7rraeicyyuwnz.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F00kyrov7rraeicyyuwnz.png" alt="Image description" width="800" height="183"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;allright bisa kalian optimize sesuai kebutuhan kalian sampai disini dulu topik kali ini,&lt;/p&gt;

&lt;p&gt;See yaa in the next topic,&lt;br&gt;
Thanks!&lt;/p&gt;

</description>
      <category>rag</category>
      <category>deepseek</category>
      <category>ai</category>
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