Building a Simple Data Analyst AI Agent with Llama and Flask


An Introduction to Immediate Engineering and AI-Powered Apps

What you’ll study

Perceive and apply core immediate engineering methods reminiscent of In-Context Studying (ICL), Chain of Thought (CoT), and Tree of Thought (ToT).

Arrange and run an open-source massive language mannequin (Llama) regionally while not having paid APIs.

Construct a easy AI-powered Flask utility that connects to a Postgres SQL database.

Design prompts that allow an AI agent to grasp person questions and retrieve correct solutions from structured knowledge.

Develop a primary understanding of connecting pure language processing with SQL databases by way of APIs.

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