diff --git a/examples/feedback/create_feedback_task.py b/examples/feedback/create_feedback_task.py
deleted file mode 100644
index 967ac524..00000000
--- a/examples/feedback/create_feedback_task.py
+++ /dev/null
@@ -1,32 +0,0 @@
-import logging
-from pydantic import BaseModel, Field
-from typing import Literal
-from log10.feedback.feedback_task import FeedbackTask
-from log10.feedback.feedback import Feedback
-
-httpx_logger = logging.getLogger("httpx")
-httpx_logger.setLevel(logging.DEBUG)
-
-feedback_task = FeedbackTask()
-t_s = {
-  "type": "object",
-  "properties": {
-    "feedback": {
-      "type": "string",
-      "enum": ["😀", "😬", "😐", "🙁", "😫"]
-    }
-  }
-}
-class EmojiFeedback(BaseModel):
-    feedback: Literal["😀", "🙁"] = Field(..., description="User feedback with emojis")
-
-eft = EmojiFeedback(feedback="😀")
-
-# convert t_s to json
-task = feedback_task.create(name="emo", task_schema=eft.model_json_schema())
-task_dump = task.json()
-print(task_dump["id"])
-
-fb = Feedback()
-print(eft.model_dump_json())
-fb.create(task_id=task_dump["id"], rate=eft.model_dump(), completion_tags_selector=["give_me_feedback"])
\ No newline at end of file
diff --git a/examples/feedback/simple_feedback.py b/examples/feedback/simple_feedback.py
index 9a57d43e..fc4c9888 100644
--- a/examples/feedback/simple_feedback.py
+++ b/examples/feedback/simple_feedback.py
@@ -1,3 +1,4 @@
+import uuid
 from pprint import pprint
 from typing import Literal
 
@@ -8,11 +9,14 @@
 from log10.load import OpenAI
 
 
-class EmojiFeedback(BaseModel):
-    feedback: Literal["😀", "🙁"] = Field(..., description="User feedback with emojis")
-
+#
+# use log10 to log an openai completion
+#
 
-client = OpenAI()
+# create a unique id
+unique_id = str(uuid.uuid4())
+print(f"Use tag: {unique_id}")
+client = OpenAI(tags=[unique_id])
 completion = client.chat.completions.create(
     model="gpt-3.5-turbo",
     messages=[
@@ -26,13 +30,23 @@ class EmojiFeedback(BaseModel):
         },
     ],
 )
-completion_id = completion.choices[0].id
-
-task = FeedbackTask()
-res = task.create(name="emoji_feedback_task", task_schema=EmojiFeedback.model_json_schema())
-task_id = res["id"]
-pprint(task)
-# Example usage
-fb = Feedback()
-res = fb.create(task_id=task_id, data=EmojiFeedback(feedback="😀").model_dump_json(), completion_tags_selector=[str(completion_id)])
-pprint(res)
+print(completion.choices[0].message)
+
+#
+# add feedback to the completion
+#
+
+
+# define a feedback task
+class EmojiFeedback(BaseModel):
+    feedback: Literal["😀", "🙁"] = Field(..., description="User feedback with emojis")
+
+
+# create a feedback
+fb = EmojiFeedback(feedback="😀")
+
+task = FeedbackTask().create(name="emoji_task_test", task_schema=fb.model_json_schema())
+task_dump = task.json()
+
+print(fb.model_dump_json())
+Feedback().create(task_id=task_dump["id"], values=fb.model_dump(), completion_tags_selector=[unique_id])