Customer Experience
Customer & ...
This practice project is all about learning by doing. Through a series of immersive, hands-on lab activities, you’ll build and deploy an intelligent assistant bot that runs on AWS’s modern serverless infrastructure.
You’ll experiment with Retrieval-Augmented Generation (RAG) and Natural Language to SQL (NL-to-SQL) pipelines, gaining insight into how to blend unstructured knowledge retrieval and structured data querying within a single, user-friendly application. As you progress, you’ll configure cloud resources, create embeddings, build and test Lambda functions, and tie everything together with an interactive Streamlit app.
By the end of the project, you’ll have designed and launched a fully functional AI-powered assistant that can answer questions from both documents and business data—arming you with the practical skills and confidence to implement similar solutions in real-world projects.