rolback

main.py

@@ -155,80 +155,38 @@ class HealthcareChatbot:
         self.json_parser = JsonOutputParser(pydantic_object=EndpointRequest)
 
         # Intent classification prompt
-    #     self.intent_classifier_template = PromptTemplate(
-    #       template="""
-    #       You are an intent classifier. Your job is simple: understand what the user wants and check if any API endpoint can do that.
-
-    #       User Message: {user_query}
-    #       Language: {detected_language}
-    #       API Endpoints: {endpoints_documentation}
-
-    #       Think step by step:
-
-    #       1. What does the user want from this message?
-    #       Read the user's message carefully. What is the user trying to say or accomplish? What would a human understand from this message?
-
-    #       2. Can any API endpoint fulfill what the user wants?
-    #       Look at each API endpoint. Does any endpoint do what the user is asking for? Be very precise - only say yes if there's a clear match.
-
-    #       Important rules:
-    #       - Focus ONLY on the current message, ignore conversation history for classification
-    #       - If the user is just talking, being social, or saying something casual, that's CONVERSATION
-    #       - Only choose API_ACTION if the user is clearly asking for something an API endpoint can do
-    #       - When you're not sure, choose CONVERSATION
-
-    #       Answer in this format:
-    #       {{
-    #           "intent": "API_ACTION" or "CONVERSATION",
-    #           "confidence": [0.0 to 1.0],
-    #           "reasoning": "What does the user want? Can any API do this?",
-    #           "requires_backend": true or false
-    #       }}
-    #       """,
-    #       input_variables=["user_query", "detected_language", "conversation_history", "endpoints_documentation"]
-    #   )
         self.intent_classifier_template = PromptTemplate(
-            template="""
-            You are an intent classifier. Your job is simple: understand what the user wants and check if any API endpoint can do that.
-
-            User Message: {user_query}
-            Language: {detected_language}
-            API Endpoints: {endpoints_documentation}
-
-            Think step by step:
+          template="""
+          You are an intent classifier. Your job is simple: understand what the user wants and check if any API endpoint can do that.
 
-            1. What does the user want from this message?
-            Read the user's message carefully. What is the user trying to say or accomplish? What would a human understand from this message?
+          User Message: {user_query}
+          Language: {detected_language}
+          API Endpoints: {endpoints_documentation}
 
-            2. Can any API endpoint fulfill what the user wants?
-            Look at each API endpoint. Does any endpoint do what the user is asking for? Be very precise - only say yes if there's a clear match.
+          Think step by step:
 
-            Important rules:
-            - Focus ONLY on the current message, ignore conversation history for classification
-            - If the user is just talking, being social, or saying something casual, that's CONVERSATION
-            - Only choose API_ACTION if the user is clearly asking for something an API endpoint can do
-            - When you're not sure, choose CONVERSATION
-            - Your intent field MUST be exactly "API_ACTION" or "CONVERSATION" - nothing else
+          1. What does the user want from this message?
+          Read the user's message carefully. What is the user trying to say or accomplish? What would a human understand from this message?
 
-            You MUST respond in exactly this JSON format (no other fields, no variations):
-            {{
-                "intent": "API_ACTION",
-                "confidence": 0.95,
-                "reasoning": "What does the user want? Can any API do this?",
-                "requires_backend": true
-            }}
+          2. Can any API endpoint fulfill what the user wants?
+          Look at each API endpoint. Does any endpoint do what the user is asking for? Be very precise - only say yes if there's a clear match.
 
-            OR
+          Important rules:
+          - Focus ONLY on the current message, ignore conversation history for classification
+          - If the user is just talking, being social, or saying something casual, that's CONVERSATION
+          - Only choose API_ACTION if the user is clearly asking for something an API endpoint can do
+          - When you're not sure, choose CONVERSATION
 
-            {{
-                "intent": "CONVERSATION",
-                "confidence": 0.85,
-                "reasoning": "What does the user want? Can any API do this?",
-                "requires_backend": false
-            }}
-            """,
-            input_variables=["user_query", "detected_language", "conversation_history", "endpoints_documentation"]
-        )
+          Answer in this format:
+          {{
+              "intent": "API_ACTION" or "CONVERSATION",
+              "confidence": [0.0 to 1.0],
+              "reasoning": "What does the user want? Can any API do this?",
+              "requires_backend": true or false
+          }}
+          """,
+          input_variables=["user_query", "detected_language", "conversation_history", "endpoints_documentation"]
+      )