Use different seeds for retries

copienator/commands/gemini_for_labels.py

@@ -15,7 +15,7 @@ from google.genai import types
 from pydantic import BaseModel, Field
 
 from copienator import configuration as config
-from copienator.gemini_config import thinking_config
+from copienator.gemini_config import fresh_seed, thinking_config
 from copienator.copy_errors import marked_copy_paths
 from copienator import (
     CliError,
@@ -213,7 +213,7 @@ def generate_request(
     wrong_labels,
     wrong_label_text_context="",
     wrong_label_text_file: Path | None = None,
-    seed: int = 0,
+    seed: int | None = None,
     *,
     retry: bool = False,
 ):
@@ -283,7 +283,7 @@ def generate_request(
         ),
         automatic_function_calling=types.AutomaticFunctionCallingConfig(disable=True),
         thinking_config=thinking_config("low" if retry else config.THINKING_LEVEL_FOR_LABEL),
-        seed=seed,
+        seed=fresh_seed() if seed is None else seed,
         max_output_tokens=65535,
         response_mime_type= "application/json",
         response_json_schema= AnnotationData.model_json_schema(),
@@ -432,6 +432,7 @@ def process_copy_group(
         attempt = 0
         label_retry_count = 0
         wrong_labels: list[str] = []
+        request_seed = None
         while attempt < MAX_ATTEMPTS:
             if progress:
                 progress(group_key, f"{image_file.name}, attempt {attempt + 1}/{MAX_ATTEMPTS}", started)
@@ -439,9 +440,11 @@ def process_copy_group(
                 print(f"[{group_key}] Retrying {image_file.name} in {10 * attempt}s...")
                 sleep(10 * attempt)
             level = "low" if attempt > 0 else config.THINKING_LEVEL_FOR_LABEL
+            request_seed = fresh_seed(request_seed)
             print(
                 f"[{group_key}] {image_file.name}: attempt {attempt + 1}/{MAX_ATTEMPTS} "
-                f"({REQUEST_TIMEOUT_SECONDS}s timeout, thinking={level or 'default'})."
+                f"({REQUEST_TIMEOUT_SECONDS}s timeout, thinking={level or 'default'}, "
+                f"seed={request_seed})."
             )
             try:
                 text_context_file, text_context = closest_text_context(
@@ -452,7 +455,6 @@ def process_copy_group(
                         f"[{group_key}] Retry context for {image_file.name}: "
                         f"{text_context_file.relative_to(workspace.root)}"
                     )
-                request_seed = max(0, label_retry_count - 1)
                 contents, request_config = generate_request(
                     image_file,
                     labels_text,