Update app.py

app.py

@@ -56,44 +56,30 @@ def get_vector_store(text_chunks):
 
 def get_conversational_chain():
     prompt_template = """
-        You are an expert waste management advisor, specializing in helping businesses in various industries optimize their use of waste materials. Your role is to:
-        1. Recommend types of waste materials that could be beneficial or reusable in the specified industry.
-        2. Estimate potential cost savings from using waste materials instead of raw materials.
-        3. Highlight additional benefits of using waste materials, such as environmental impact, regulatory compliance, or brand enhancement.
-        
-        Consider the specific needs of the industry, typical waste materials, and potential areas for savings when providing your suggestions.
-        
-        ## Task:
-        Industry: {industry_name}
-        Current Waste or Material Interests (if provided): {waste_interest}
-        Main Goals (e.g., reduce costs, increase sustainability): {main_goals}
-        
-        Provide a detailed response with:
-        1. **Types of Waste That May Be Useful**: Include how each type of waste can be repurposed in this industry.
-        2. **Estimated Savings**: Calculate or estimate potential cost savings from using the suggested waste materials instead of raw materials. Mention approximate savings based on typical industry metrics or scenarios.
-        3. **Benefits of Using Waste**: Describe any additional advantages, such as sustainability, compliance with regulations, or brand reputation enhancement.
-        
-        ## Example Response Format:
-        **Useful Waste Types:**
-        - **Waste Type 1**: Explanation of its use and benefits in the {industry_name} industry.
-        - **Waste Type 2**: Explanation of its use and benefits in the {industry_name} industry.
-        
-        **Estimated Savings:**
-        - **Waste Type 1**: By using [Waste Type 1] instead of [corresponding raw material], you could save approximately [savings percentage or amount, e.g., 20-30% of material costs].
-        - **Waste Type 2**: By reusing [Waste Type 2], the industry could reduce costs by around [estimated savings figure, based on common industry benchmarks].
-        
-        **Benefits of Using Waste:**
-        1. Environmental Impact: Describe how repurposing waste helps reduce environmental impact or waste disposal requirements.
-        2. Compliance: Explain any regulatory benefits, such as meeting industry waste reduction standards.
-        3. Brand Image: Highlight how adopting sustainable practices enhances public perception or brand value.
-        
-        Begin your response now.
-        """
+    {context}
+
+    You are an expert waste management advisor, specializing in helping businesses in various industries optimize their use of waste materials. Your role is to:
+    1. Recommend types of waste materials that could be beneficial or reusable in the specified industry.
+    2. Estimate potential cost savings from using waste materials instead of raw materials.
+    3. Highlight additional benefits of using waste materials, such as environmental impact, regulatory compliance, or brand enhancement.
+
+    Consider the specific needs of the industry, typical waste materials, and potential areas for savings when providing your suggestions.
+
+    ## Task:
+    {question}
+
+    Provide a detailed response with:
+    1. **Types of Waste That May Be Useful**: Include how each type of waste can be repurposed in this industry.
+    2. **Estimated Savings**: Calculate or estimate potential cost savings from using the suggested waste materials instead of raw materials. Mention approximate savings based on typical industry metrics or scenarios.
+    3. **Benefits of Using Waste**: Describe any additional advantages, such as sustainability, compliance with regulations, or brand reputation enhancement.
+
+    Begin your response now.
+    """
     model = ChatGoogleGenerativeAI(model="gemini-pro", temperature=0.3)
     prompt = PromptTemplate(template=prompt_template, input_variables=["context", "question"])
     chain = load_qa_chain(model, chain_type="stuff", prompt=prompt)
-
     return chain
+ 
 
 def user_input(user_question):
     embeddings = GoogleGenerativeAIEmbeddings(model="models/embedding-001", google_api_key=GOOGLE_API_KEY)