The LLM Only Recognizes, It Never Invents: Building "Describe the Plot, Find the Film"

Two-pass lookup, a hard token cap, and why the model's answer is treated like user input Everyone has typed something like "movie where a guy keeps waking up on the same day" into a search box. Keywor