feat: removing GC from few shots

Author: nicosammito

src/store/few_shots_store.py

@@ -19,7 +19,8 @@ def __init__(self, memory_client: QdrantClient, vector_model: StaticModel):
             vector_model,
             'few_shots',
             "identifier",
-            "identifier"
+            "identifier",
+            time_to_live=None,
         )
         self._load_models_from_json()
 

src/store/vector_store.py

@@ -22,7 +22,7 @@ def __init__(
             collection_name: str,
             payload_identifier: str,
             group_identifier: str,
-            time_to_live: int = 60 * 5
+            time_to_live: int | None = 60 * 5
 
     ):
         self.client = client
@@ -34,7 +34,8 @@ def __init__(
         self._id_counter = 0
         self._scheduler = None
         self._setup_collection()
-        self._start_garbage_collector()
+        if self.time_to_live is not None:
+            self._start_garbage_collector()
 
     def _setup_collection(self):
         if not self.client.collection_exists(collection_name=self.collection_name):
@@ -83,6 +84,9 @@ def _garbage_collect_all(self):
             log.error(f"[GC] Error in collection '{self.collection_name}': {e}")
 
     def _reset_time_to_live(self, group_identifier: str):
+        if self.time_to_live is None:
+            return
+
         items = self.get_all(group_identifier)
         current_time = time.time()