AI Application Development for .NET: Chat, RAG, and Vector Search

Build intelligent C# applications using RAG, vector databases, and LLM orchestration with Extensions AI and Ollama.

4.5 (392) ⏱ 1 jam 59 min 📚 5 pelajaran 🎧 Versi audio

Tentang kursus ini

Integrating generative AI into the .NET ecosystem is now more accessible than ever through modern abstraction libraries. This text-based course guides you through the process of creating sophisticated AI-driven features—from semantic search for product catalogs to context-aware customer service chatbots—using standard C# patterns and the latest industry practices. You will transition from a traditional software developer to an AI-capable engineer, learning how to leverage Large Language Models to solve complex business problems. By reading detailed written explanations and exploring practical code snippets, you will gain the skills to build applications that can reason, search, and interact naturally with users. What you'll learn: - Understand the fundamentals of LLM orchestration using the latest Extensions AI libraries (MEAI). - Configure and switch between cloud-based providers and local models like Ollama for flexible deployment. - Implement vector search and semantic retrieval using embeddings and specialized vector databases. - Build Retrieval-Augmented Generation (RAG) systems to ground AI responses in your own specific data. - Apply function calling to enable AI models to interact with your application logic and real-time data. - Practice core AI tasks such as text summarization, sentiment analysis, and structured data extraction. The course begins with foundational definitions of AI terminology and setup procedures before moving into the practical implementation of chat streaming and vector storage. You will work through written examples that demonstrate how to manage conversation context and integrate high-dimensional data into your applications. This course is designed for beginners in the AI space; a basic understanding of C# is helpful, but no prior machine learning experience is required. Start your journey into AI-powered software development today.

Apa yang anda dapat

  • 📜 Sijil tamat
    Tambah ke profil LinkedIn anda
  • 💬 Personal AI tutor
    Stuck on a lesson? Ask your built-in tutor anything, any time.
  • 🎧 Termasuk versi audio
    Belajar sambil bergerak — tanpa skrin
  • ♾️ Akses seumur hidup
    Kembali bila-bila masa, tiada tamat tempoh
  • 📱 Telefon atau komputer
    Berfungsi di mana-mana, mana-mana peranti
  • 💸 Pulangan 30 hari
    Tanpa soalan
  • Pendek dan fokus
    1 jam 59 min kandungan praktikal

Ulasan (3)

이하준 KR Pelajar disahkan
★ 4 · 2025-11-29T04:31:55+00:00

Secara keseluruhannya cukup baik. Strukturnya logik, dan banyak contohnya membantu. Beberapa kawasan mungkin memerlukan lebih banyak kedalaman, tetapi ianya mantap.

Camila Rojas CR Pelajar disahkan
★ 5 · 2025-03-13T14:10:55+00:00

Tak dapat minta pengalaman belajar yang lebih baik. Aliran maklumatnya sangat baik dan aplikasi praktikalnya sudah terbukti berguna.

منيرة بنت حسن SA Pelajar disahkan
★ 3 · 2025-03-02T20:12:55+00:00

Pengenalan yang baik kepada topik. Strukturnya logik, dan kebanyakan contohnya relevan, walaupun saya berharap lebih mendalam dalam beberapa bidang.

Tulis ulasan

Selepas hantar kami akan meminta anda log masuk — draf disimpan.

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Soalan lazim

Apa yang saya perlukan untuk mengikuti kursus ini? +

Hanya telefon atau komputer dengan internet. Tiada pemasangan, tiada perkakasan khas.

Bagaimana untuk membayar? +

Dengan kad melalui Stripe, atau kripto. Kami tidak menyimpan butiran kad — Stripe menguruskannya dengan selamat.

Bolehkah saya dapatkan bayaran balik? +

Ya — pulangan penuh dalam 30 hari, tanpa soalan.

Berapa lama saya akan mempunyai akses? +

Selamanya. Setelah membeli, kursus adalah milik anda — boleh lawat semula bila-bila masa.

Adakah saya akan mendapat sijil? +

Ya. Setelah tamat, anda akan menerima sijil yang boleh ditambah ke profil LinkedIn anda.

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