Building a French Restaurant Network Graph with LLMs

This project uses LeFooding.com's French restaurant reviews to build a network graph of French restaurants and their staff. By leveraging OpenAI's gpt4o-mini model and structured generation techniques, the author extracts information about restaurant staff and their career paths from reviews, resulting in a graph with over 5000 nodes and edges. The project highlights the power of LLMs in extracting structured information and explores the pros and cons of using different LLMs, including cost optimization. The final result is a visual network graph showing connections between French restaurants and staff career progression.