Build a full-stack AI-enabled store with Semantic Search, Chatbot, and RAG integration using .NET 9, Angular 20 & Azure
Sub Category
- Data Science
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Objectives
- Build a fully functional, production-grade AI-powered e-commerce application using .NET 9 and Angular 20.
- Integrate semantic search with vector embeddings using Azure OpenAI or Ollama and pgvector in PostgreSQL.
- Implement a chatbot assistant that understands natural-language queries and recommends products contextually.
- Design and structure a modular backend following Clean Architecture principles and repository pattern.
- Build dynamic, responsive Angular components using standalone architecture and the new Signals API.
- Add hybrid search functionality combining traditional catalog search with semantic intelligence.
- Containerize backend, database, and frontend services using Docker Compose for easy local deployment.
- Configure Ocelot API Gateway for routing, service orchestration, and environment-based configuration.
- Prepare your system for Retrieval-Augmented Generation (RAG) to combine retrieval and generative reasoning.
- Gain real-world experience in connecting microservices, AI models, and cloud infrastructure into one cohesive solution.
Pre Requisites
- Basic understanding of C# and the .NET ecosystem.
- Familiarity with Angular, TypeScript, or any frontend framework.
- Knowledge of RESTful APIs, JSON, and HTTP methods.
- A working knowledge of databases such as SQL Server or PostgreSQL.
- Basic Git/GitHub familiarity for project versioning.
- No prior AI or OpenAI experience is required — all concepts are covered step by step.
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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