Add ability to pass additional args to Ollama (#19484)

* Call out recognized objects more specifically

* Cleanup

* Make keep_alive and options configurable

* Generalize

* Use for other providers

frigate/config/camera/genai.py

@@ -1,5 +1,5 @@
 from enum import Enum
-from typing import Optional
+from typing import Any, Optional
 
 from pydantic import Field
 
@@ -23,3 +23,6 @@ class GenAIConfig(FrigateBaseModel):
     base_url: Optional[str] = Field(default=None, title="Provider base url.")
     model: str = Field(default="gpt-4o", title="GenAI model.")
     provider: GenAIProviderEnum | None = Field(default=None, title="GenAI provider.")
+    provider_options: dict[str, Any] = Field(
+        default={}, title="GenAI Provider extra options."
+    )

frigate/data_processing/post/review_descriptions.py

@@ -209,7 +209,9 @@ def run_analysis(
         {
             "id": final_data["id"],
             "camera": camera,
-            "objects": final_data["data"]["objects"],
+            "objects": list(
+                filter(lambda o: "-verified" not in o, final_data["data"]["objects"])
+            ),
             "recognized_objects": final_data["data"]["sub_labels"],
             "zones": final_data["data"]["zones"],
             "timestamp": datetime.datetime.fromtimestamp(final_data["end_time"]),

frigate/genai/__init__.py

@@ -46,20 +46,21 @@ class GenAIClient:
         debug_save: bool,
     ) -> ReviewMetadata | None:
         """Generate a description for the review item activity."""
+
+        def get_concern_prompt() -> str:
             if concerns:
                 concern_list = "\n    - ".join(concerns)
-            concern_prompt = f"""
+                return f"""
 - `other_concerns` (list of strings): Include a list of any of the following concerns that are occurring:
-    - {concern_list}
+    - {concern_list}"""
-"""
-
             else:
-            concern_prompt = ""
+                return ""
 
+        def get_language_prompt() -> str:
             if preferred_language:
-            language_prompt = f"Provide your answer in {preferred_language}"
+                return f"Provide your answer in {preferred_language}"
             else:
-            language_prompt = ""
+                return ""
 
         context_prompt = f"""
 Please analyze the sequence of images ({len(thumbnails)} total) taken in chronological order from the perspective of the {review_data["camera"].replace("_", " ")} security camera.
@@ -81,7 +82,7 @@ Your response MUST be a flat JSON object with:
 - `scene` (string): A full description including setting, entities, actions, and any plausible supported inferences.
 - `confidence` (float): 0-1 confidence in the analysis.
 - `potential_threat_level` (integer): 0, 1, or 2 as defined below.
-{concern_prompt}
+{get_concern_prompt()}
 
 Threat-level definitions:
 - 0 — Typical or expected activity for this location/time (includes residents, guests, or known animals engaged in normal activities, even if they glance around or scan surroundings).
@@ -97,7 +98,7 @@ Sequence details:
 
 **IMPORTANT:**
 - Values must be plain strings, floats, or integers — no nested objects, no extra commentary.
-{language_prompt}
+{get_language_prompt()}
         """
         logger.debug(
             f"Sending {len(thumbnails)} images to create review description on {review_data['camera']}"

frigate/genai/gemini.py

@@ -21,7 +21,9 @@ class GeminiClient(GenAIClient):
     def _init_provider(self):
         """Initialize the client."""
         genai.configure(api_key=self.genai_config.api_key)
-        return genai.GenerativeModel(self.genai_config.model)
+        return genai.GenerativeModel(
+            self.genai_config.model, **self.genai_config.provider_options
+        )
 
     def _send(self, prompt: str, images: list[bytes]) -> Optional[str]:
         """Submit a request to Gemini."""

frigate/genai/ollama.py

@@ -48,7 +48,7 @@ class OllamaClient(GenAIClient):
                 self.genai_config.model,
                 prompt,
                 images=images if images else None,
-                keep_alive="1h",
+                **self.genai_config.provider_options,
             )
             return result["response"].strip()
         except (TimeoutException, ResponseError) as e:

frigate/genai/openai.py

@@ -21,7 +21,9 @@ class OpenAIClient(GenAIClient):
 
     def _init_provider(self):
         """Initialize the client."""
-        return OpenAI(api_key=self.genai_config.api_key)
+        return OpenAI(
+            api_key=self.genai_config.api_key, **self.genai_config.provider_options
+        )
 
     def _send(self, prompt: str, images: list[bytes]) -> Optional[str]:
         """Submit a request to OpenAI."""