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How to Build an AI-Powered Constraint Optimizer with GPT-4o, FastAPI, and WebSockets
AI Constraint Optimizer is a full-stack application that accepts natural language descriptions of optimization problems, uses GPT-4o to parse them into a structured representation, selects the best algorithm from a library of eight solvers, runs the solver in real-time while streaming a live narrated explanation to the browser, and then provides an interactive Q&A interface so users can interrogate the solution.

Pratibha
May 612 min read


Concepts of Genetic algorithms
This blog is an introduction to Genetic Algorithms. We will be discussing the terminologies involved and how the algorithm has been put...

Pratibha
Aug 19, 20215 min read
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