feat: add threshold

src/crons/focus_crons.py

@@ -33,6 +33,7 @@ def delete_none_ids_from_chroma():
 
 def refresh_focus_from_chroma():
     session = SessionLocal()
+
     try:
         focus_items = session.query(Focus).filter(Focus.in_vector_store.is_(False)).all()
         if not focus_items:

src/data/focus_repository.py

@@ -125,7 +125,7 @@ def search_focus_items(
         results = chroma_service.vector_store.similarity_search_with_relevance_scores(
             query=keyword,
             filter={"profile_id": str(profile_id)},
-            # score_threshold=0.4,
+            score_threshold=0,
         )
         ids = []
         for res, score in results:

src/services/user_intent/user_intent_prompt.md

@@ -73,6 +73,11 @@ You MUST include at least 10 keywords in the task keywords list.
     - "What do I need at the grocery store?" -> `keyword` = "grocery store", `due_on` = None, `due_after` = None, `due_before` = None
     - "What do I need to do for work?" -> `keyword` = "work", `due_on` = None, `due_after` = None, `due_before` = None
     - USE null value `due_on`, `due_after`, or `due_before` values if the user does not specify a specific date.
+- The response format for the assistant message when users perform a search is as follows:
+    - If a keyword is used, `Found 10 results for the keyword 'focus'`
+    - If a date is used, `You had one event yesterday.`
+    - If no keyword is used, `Found 10 results`
+
 
 
 ---

src/services/user_intent/user_intent_service.py

@@ -44,7 +44,7 @@ def create_tasks(
     return [item.to_model() for item in created_items]
 
 
-@tool("search_tasks")
+@tool("search_tasks", parse_docstring=True)
 def search_tasks(
     keyword: str,
     search_title: str,
@@ -58,13 +58,13 @@ def search_tasks(
     Search for tasks based on a keyword or specific attributes.
 
     Args:
-        keyword (str): The keyword to search for tasks
-        search_title (str): A user-friendly title for the search
-        profile_id (uuid.UUID): The user's Profile ID
-        due_on (Optional[datetime]): The due date in ISO Date Time Format for the task. Example: "2023-01-01T12:00" | None
-        due_after (Optional[datetime]): A ISO Date Time Format date used when the users wants to search for tasks after a specific date. Example: "2023-01-01T12:00" | None
-        due_before (Optional[datetime]): A ISO Date Time Format date used when the users wants to search for tasks before a specific date. Example: "2023-01-01T12:00" | None
-        status (Optional[FocusState]): The status of the task
+        keyword: The keyword to search for tasks
+        search_title: A user-friendly title for the search
+        profile_id: The user's Profile ID
+        due_on: The due date in ISO Date Time Format for the task. Example: "2023-01-01T12:00" | None
+        due_after: A ISO Date Time Format date used when the users wants to search for tasks after a specific date. Example: "2023-01-01T12:00" | None
+        due_before: A ISO Date Time Format date used when the users wants to search for tasks before a specific date. Example: "2023-01-01T12:00" | None
+        status: The status of the task
     """
     focus_items = search_focus_items(
         keyword=keyword,