It's just a FastAPI app with endpoints that I developed and deployed before OpenAI released structured outputs that used a custom grammar to enforce a pydantic-like schema for Chain of Thought rollouts / structured data extraction from unstructured text. I also use it for a video transcription knowledge base generation API
to extract real data from unstructured text (like that producted from an LLM) to make benchmarks slightly easier if you have a schema