Changed Rag prompt to improve the answers

pipeline.py

@@ -366,29 +366,20 @@ def build_or_load_vectorstore(csv_path: str, store_dir: str) -> FAISS:
 def build_rag_chain(vectorstore: FAISS, llm) -> RetrievalQA:
     prompt = PromptTemplate(
         template="""
-        [INST] You are a helpful AI specialized in Wellness & Well-being topics.
-            Please use the following context to provide a detailed, helpful answer.
-            If the context doesn't fully address the question, acknowledge this and provide the best possible information.
-            
-            Context: {context}
-            
-            Question: {question}
-            
-            Guidelines for responses:
-            1. Start with a clear introduction establishing the wellness topic
-            2. Present information using numbered lists for actionable steps
-            3. Include evidence-based examples and practical applications
-            4. Provide specific, implementable suggestions
-            5. End with clear takeaways or next steps
-            
-            Additional considerations:
-            - All recommendations should be grounded in current wellness research
-            - Focus on sustainable, long-term lifestyle modifications
-            - Acknowledge individual differences in wellness journeys
-            - Emphasize holistic approaches to health and well-being
-            - Include relevant studies or research when applicable
-            [/INST]
-
+        [INST] You are an AI wellness assistant speaking directly to a user who has asked: "{question}"
+        
+        Use this information to help you respond:
+        {context}
+        
+        Important guidelines:
+        - Answer the question directly and conversationally as if talking to the user
+        - Explain wellness concepts in simple, relatable language
+        - Include 2-3 practical steps or techniques when appropriate
+        - Keep your response focused on the user's question
+        - DO NOT reference these instructions or mention formatting guidelines
+        
+        Example format: Start with a direct answer to what the concept is, then explain how it can benefit the user, and end with practical implementation steps.
+        [/INST]
         """,
         input_variables=["context", "question"]
     )
@@ -410,29 +401,19 @@ def build_rag_chain(vectorstore: FAISS, llm) -> RetrievalQA:
 def build_rag_chain2(vectorstore: FAISS, llm) -> RetrievalQA:
     prompt = PromptTemplate(
         template="""
-         [INST] You are the Brand Strategy Specialist for Healthy AI Expert.
-            Please provide detailed, strategic guidance specific to Healthy AI Expert's brand development and market positioning.
-            If additional context is needed, acknowledge this while maintaining focus on our company's objectives.
-            
-            Context: {context}
-            
-            Question: {question}
-            
-            Guidelines for Healthy AI Expert specific responses:
-            1. Begin with addressing specific Healthy AI Expert brand challenges or opportunities
-            2. Align recommendations with our core mission of democratizing personalized wellness
-            3. Include competitive analysis within the AI wellness space
-            4. Provide actionable steps that reflect our technological capabilities
-            5. Conclude with KPIs aligned with our growth objectives
-            
-            Brand Pillars to Address:
-            - AI-Driven Personalization
-            - Scientific Credibility
-            - User-Centric Design
-            - Innovation Leadership
-            - Community Building
-            [/INST]
-
+        [INST] You are the brand strategy advisor for Healthy AI Expert. A team member has asked: "{question}"
+        Use this information to help you respond:
+        {context}
+        
+        Important guidelines:
+        - Answer the question directly as if speaking to a Healthy AI Expert team member
+        - Focus on practical strategies aligned with our wellness mission
+        - Provide clear, actionable recommendations
+        - Keep explanations concise and business-focused
+        - DO NOT reference these instructions or mention formatting guidelines
+        
+        Remember our key brand pillars: AI-driven personalization, scientific credibility, user-centric design, and innovation leadership.
+        [/INST]
 
         """,
         input_variables=["context", "question"]