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Dalam modul ini, Anda akan mempelajari aplikasi AI generatif, dan jenis aplikasi yang dapat menggunakan kemampuan AI generatif. Anda juga akan mempelajari model dasar yang disediakan oleh Google, dan tantangan yang ada saat menggunakan AI generatif dalam aplikasi Anda.

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Dalam modul ini, Anda akan mempelajari perintah AI generatif. Perintah adalah permintaan bahasa alami yang dikirimkan ke model bahasa untuk meminta respons balik. Anda dapat mendesain perintah untuk meningkatkan hasil yang ditampilkan dari model.

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Dalam modul ini, Anda akan bereksperimen dengan Vertex AI Studio, yang menyediakan alat untuk membuat prototipe dengan cepat, menyesuaikan model dengan data Anda sendiri, dan men-deploy ke aplikasi dengan mulus. Anda akan menjelajahi kemampuan multimodal Gemini, mendesain perintah, dan menghasilkan percakapan.

","steps":[{"id":"539143","prompt":null,"isOptional":false,"activities":[{"id":"532046","href":"/course_sessions/27893136/labs/532046?locale=id","isLocked":false,"duration":3600000,"title":"Mulai Menggunakan Vertex AI Studio","description":"Di lab ini, Anda akan mempelajari cara membuat prototipe AI generatif dengan Vertex AI Studio dan Gemini, melalui penguasaan desain perintah dan analisis multimodal di konsol, semuanya tanpa coding.","type":"lab","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"77881","title":"Retrieval-Augmented Generation (RAG)","description":"

Dalam modul ini, Anda akan mempelajari cara meningkatkan akurasi model dasar. Anda akan mempelajari retrieval-augmented generation, atau RAG, yakni teknik untuk menerapkan model dasar dengan sumber pengetahuan eksternal. Anda juga akan melihat contoh arsitektur solusi AI generatif berkemampuan RAG di Google Cloud.

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Dalam modul ini, Anda akan membangun aplikasi chat yang menggunakan model bahasa besar (LLM) dan retrieval-augmented generation (RAG) untuk membuat percakapan yang menarik dan informatif.

","steps":[{"id":"539151","prompt":null,"isOptional":false,"activities":[{"id":"532054","href":"/course_sessions/27893136/labs/532054?locale=id","isLocked":false,"duration":6000000,"title":"Membangun Aplikasi Chat LLM Berbasis RAG dengan AlloyDB dan Vertex AI","description":"Di lab ini, Anda akan membuat aplikasi chat yang menggunakan Retrieval-Augmented Generation, atau RAG, untuk mendukung prompt dengan data yang diambil dari AlloyDB.","type":"lab","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"77883","title":"Materi Kursus","description":"

Link to lesson PDFs

","steps":[{"id":"539152","prompt":null,"isOptional":true,"activities":[{"id":"532055","href":"/course_sessions/27893136/documents/532055?locale=id","isLocked":false,"duration":1800000,"title":"Materi kursus","description":null,"type":"document","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"next-steps","title":"Langkah Anda Selanjutnya","description":null,"steps":[{"id":"badge-step","prompt":null,"isOptional":true,"activities":[{"id":"badge","href":null,"isLocked":true,"duration":null,"title":"Badge Kursus","description":null,"type":"badge","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":true}]

Membuat Aplikasi AI Generatif di Google Cloud