Semantic Search for Detections (#11899)

* Initial re-implementation of semantic search

* put docker-compose back and make reindex match docs

* remove debug code and fix import

* fix docs

* manually build pysqlite3 as binaries are only available for x86-64

* update comment in build_pysqlite3.sh

* only embed objects

* better error handling when genai fails

* ask ollama to pull requested model at startup

* update ollama docs

* address some PR review comments

* fix lint

* use IPC to write description, update docs for reindex

* remove gemini-pro-vision from docs as it will be unavailable soon

* fix OpenAI doc available models

* fix api error in gemini and metadata for embeddings

frigate/object_processing.py

@@ -1187,7 +1187,7 @@ class TrackedObjectProcessor(threading.Thread):
             ]
 
             # publish info on this frame
-            self.detection_publisher.send_data(
+            self.detection_publisher.publish(
                 (
                     camera,
                     frame_time,
@@ -1274,7 +1274,7 @@ class TrackedObjectProcessor(threading.Thread):
                 if not update:
                     break
 
-                event_id, camera = update
+                event_id, camera, _ = update
                 self.camera_states[camera].finished(event_id)
 
         self.requestor.stop()