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/review/maintainer.py

@@ -424,7 +424,7 @@ class ReviewSegmentMaintainer(threading.Thread):
                 camera_name = updated_topic.rpartition("/")[-1]
                 self.config.cameras[camera_name].record = updated_record_config
 
-            (topic, data) = self.detection_subscriber.get_data(timeout=1)
+            (topic, data) = self.detection_subscriber.check_for_update(timeout=1)
 
             if not topic:
                 continue