Comment by coffeecoders

To put it bluntly, the current state of AI often comes down to this: describing a problem in plain English (or your local language) vs writing code.

Say, “Give me the stock status of an iPhone 16e 256GB White in San Francisco.”

I still have to provide the API details somewhere — whether it’s via an agent framework (e.g. LangChain) or a custom function making REST calls.

The LLM’s real job in this flow is mostly translating your natural language request into structured parameters and summarizing the API’s response back into something human-readable.