/tech/ - Technical SEO

everyone thinks they can just use JSON. parse(response. content) and call it a day. that logic works fine during ur initial testing, but its completely broken once u scale up to hundreds of requests. the model eventually starts returning malformed strings or extra text that breaks ur parser. i stopped relying on raw responses and started using pydantic validators to catch those errors b4 they hit production.
>it is much easier to fail early than to debug a broken schema in the middle of a crawl. has anyone found a better way to handle these edge cases without adding massive latency?

article: https://www.freecodecamp.org/news/how-to-get-reliable-structured-data-out-of-an-llm/