next commit

logs/access.log

@@ -1447,3 +1447,13 @@
 2025-10-16 12:23:26,922 | INFO | access_logger | app.py:21 | Response status: 200
 2025-10-16 12:29:45,579 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20to%20compare%20the%20analytics%20of%20munachiya%20and%20divya%20dhakal%20in%20weekly%20basis
 2025-10-16 12:29:51,251 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-16 12:41:20,653 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20the%20sentiment%20distribution%20of%20muna%20chiya
+2025-10-16 12:41:25,565 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-16 12:43:30,815 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20the%20sentiment%20distribution%20of%20munachiya
+2025-10-16 12:43:35,074 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-16 13:13:32,182 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20the%20sentiment%20distribution%20of%20munachiya
+2025-10-16 13:13:43,138 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-16 13:15:13,365 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20the%20sentiment%20distribution%20of%20munachiya
+2025-10-16 13:15:17,907 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-16 13:15:27,425 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20the%20sentiment%20distribution%20of%20muna%20chiya
+2025-10-16 13:15:33,062 | INFO | access_logger | app.py:21 | Response status: 200

src/genai/analytics_chatbot/utils/name_variations.json

@@ -16,6 +16,7 @@
     "food darling"
   ],
   "munachiya": [
+    "Munachiya",
     "muna chiya",
     "muna",
     "chiya muna"

src/genai/analytics_chatbot/utils/nodes.py

@@ -81,9 +81,10 @@ class FetchParametersNode:
                     ]
             print('messages:', messages)
             result = self.llm.with_structured_output(ParameterFormatter, method='function_calling').invoke(messages)
-            print('The parameter values:', result)
+            parameters_values={key: process_query(value) for key, value in result.parameters_values.items()}
+            print('The parameter values:', parameters_values)
             return {
-                'parameters_values':result.parameters_values
+                'parameters_values':parameters_values
             }
         else:
             return{