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/__main__.py

@@ -1,9 +1,12 @@
 import faulthandler
+import sys
 import threading
 
 from flask import cli
 
-from frigate.app import FrigateApp
+# Hotsawp the sqlite3 module for Chroma compatibility
+__import__("pysqlite3")
+sys.modules["sqlite3"] = sys.modules.pop("pysqlite3")
 
 faulthandler.enable()
 
@@ -12,6 +15,8 @@ threading.current_thread().name = "frigate"
 cli.show_server_banner = lambda *x: None
 
 if __name__ == "__main__":
+    from frigate.app import FrigateApp
+
     frigate_app = FrigateApp()
 
     frigate_app.start()