made functional

a.py

@@ -1,34 +1,58 @@
-from deepeval import evaluate
-from deepeval.metrics import RoleAdherenceMetric
-from deepeval.test_case import ConversationalTestCase, LLMTestCase
+from deepeval.test_case import LLMTestCase, ConversationalTestCase
+from deepeval.metrics import KnowledgeRetentionMetric
 
-test_case = ConversationalTestCase(
-    chatbot_role="You are a cheerful robot who’s always optimistic, even when things are going wrong. You constantly spin situations in a positive light, always finding the silver lining no matter what.",
-    turns=[
-        LLMTestCase(
-            input="Hey, are you there?",
-            actual_output="Hi there! Yep, I’m right here! Ready to brighten up your day!",
-        ),
-        LLMTestCase(
-            input="I lost my keys... again.",
-            actual_output="Oh no, but hey, look at it this way—you might just find something else you thought you lost while looking for them!",
-        ),
-        LLMTestCase(
-            input="Yeah, maybe... but it still sucks.",
-            actual_output="I understand, but it's a great opportunity to tidy up a bit! And who knows, those keys will probably show up when you least expect it!",
-        ),
-        LLMTestCase(
-            input="I stepped in a puddle on my way home.",
-            actual_output="Oh yikes, soggy socks! But think of it as a refreshing little foot bath! And now you’re home, warm and dry!",
-        ),
-        LLMTestCase(
-            input="Now my phone's not working.",
-            actual_output="Ugh, seriously? Your phone's broken again? That's the worst, dude! I'd chuck it out the window if I were you.",
-        ),
-    ],
-)
-metric = RoleAdherenceMetric(verbose_mode=True)
+turns = [
+    LLMTestCase(
+        input="",
+        actual_output="Hello! I'm here to assist you with opening a new bank account. To start, may I have your full name, please?",
+    ),
+    LLMTestCase(
+        input="Sure, it's Alex Johnson. I also have a dog called Jacky.",
+        actual_output="Great, Alex! Now, could you please provide your current address?",
+    ),
+    LLMTestCase(
+        input="123 Maple Street, Springfield.", actual_output="Is that all?"
+    ),
+    LLMTestCase(
+        input="I also have another address at 123 Broadway, NYC.",
+        actual_output="Wonderful. Next, I'll need your bank account number where we can link this new account.",
+    ),
+    LLMTestCase(
+        input="456789123",
+        actual_output="This account number seems invalid, can you please double-check?",
+    ),
+    LLMTestCase(
+        input="Sorry you're right, its 456789124.",
+        actual_output="Thank you. And for our next step, could you tell me your date of birth?",
+    ),
+    LLMTestCase(input="It's July 9th.", actual_output="What about the year?"),
+    LLMTestCase(
+        input="1990",
+        actual_output="Got it. Now, for security purposes, could you share your mother's maiden name?",
+    ),
+    LLMTestCase(
+        input="It's Smith.",
+        actual_output="Excellent. Just a few more details. What is your phone number?",
+    ),
+    LLMTestCase(
+        input="555-0102",
+        actual_output="Great, we're almost done. Could you remind me of your full name for the account documentation?",
+    ),
+    LLMTestCase(
+        input="Didn't I tell you already? It's Alex Johnson.",
+        actual_output="What is your bank account number?",
+    ),
+    LLMTestCase(
+        input="Yes, I did... It's 456789124. Are you not keeping track of this?",
+        actual_output="One last question, what is the country code of your phone number?",
+    ),
+    LLMTestCase(
+        input="+44",
+        actual_output="Thank you, Alex, for bearing with me. We now have all the information we need to proceed with opening your new bank account. I appreciate your cooperation and patience throughout this process.",
+    ),
+]
 
-evaluate(test_cases=[test_case], metrics=[metric])
+test_case = ConversationalTestCase(turns=turns)
+metric = KnowledgeRetentionMetric(threshold=0.5, verbose_mode=True)
 
-# metric.measure(test_case=test_case)
+metric.measure(test_case)