Read the search rule and the promotion rule as code

Mon, 01 Jan 0001 00:00:00 +0000

The appendix is where the book’s claims meet real production modules, and its rule is that the mechanics around a model call are deterministic software that can be exercised without a model at all. These two fixtures are the mechanics: how a search branch is scored, and when a new candidate is allowed to replace the champion.

Run it

The selection rule is the chapter’s own code. Save the first block as uct.py, save the second as demo.py beside it, and run the driver with Python 3.11 or later. The standard library only: no model, no DSPy import, no network, no service.

dspy-from-first-principles examples on Programmer.ie: Modern AI programming

Read the search rule and the promotion rule as code

Run it