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/events/audio.py

@@ -223,7 +223,7 @@ class AudioEventMaintainer(threading.Thread):
                     audio_detections.append(label)
 
             # send audio detection data
-            self.detection_publisher.send_data(
+            self.detection_publisher.publish(
                 (
                     self.config.name,
                     datetime.datetime.now().timestamp(),