An Introduction to Prompt Engineering and AI-Powered Apps
What you will learn
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Understand and apply core prompt engineering techniques such as In-Context Learning (ICL), Chain of Thought (CoT), and Tree of Thought (ToT).
Set up and run an open-source large language model (Llama) locally without needing paid APIs.
Build a simple AI-powered Flask application that connects to a Postgres SQL database.
Design prompts that enable an AI agent to understand user questions and retrieve accurate answers from structured data.
Develop a basic understanding of connecting natural language processing with SQL databases through APIs.
English
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