please do not write code. ever. Thinking like this is why people now think that 16GB RAM is to little and 4 cores is the minimum.
API -> ~200,000 cycles to get data, RAM O(size of data), precise result
HTML -> LLM -> ~30,000,000,000 cycles to get data, RAM O(size of LLM weights), results partially random and unpredictable