Implement annotated frames for GenAI Review (#24379)

* Implement annotated frames mode for GenAI reviews to improve models with lacking temporal understanding

* Updates

* Improve debug sharing

* Do not number objects

* Fix assumptions

* Remove unhelpful content

* Improve object data sent as part of prompt

* Cleanup ollama dumbness

* Bind db

* Fixes

* Cleanup

frigate/config/camera/review.py

@@ -9,6 +9,7 @@ __all__ = [
     "DetectionsConfig",
     "AlertsConfig",
     "ImageSourceEnum",
+    "ReviewFrameModeEnum",
     "ReviewResponseStyleEnum",
 ]
 
@@ -20,6 +21,13 @@ class ImageSourceEnum(str, Enum):
     recordings = "recordings"
 
 
+class ReviewFrameModeEnum(str, Enum):
+    """How review frames are presented to the GenAI provider."""
+
+    frames = "frames"
+    annotated_frames = "annotated_frames"
+
+
 class ReviewResponseStyleEnum(str, Enum):
     """Writing style presets for GenAI review descriptions."""
 
@@ -153,6 +161,11 @@ class GenAIReviewConfig(FrigateBaseModel):
         description="Preferred language to request from the GenAI provider for generated responses.",
         default=None,
     )
+    frame_mode: ReviewFrameModeEnum = Field(
+        default=ReviewFrameModeEnum.frames,
+        title="Frame mode",
+        description="How frames are presented to the model. 'frames' sends the prompt followed by the frames, which suits models that track a sequence well on their own. 'annotated_frames' labels each frame and interleaves notes derived from object tracking, which helps models that lose track of activity that repeats or reverses.",
+    )
     response_style: ReviewResponseStyleEnum = Field(
         default=ReviewResponseStyleEnum.default,
         title="Response style",