Update app.py

app.py

@@ -112,6 +112,21 @@ def upload_files(files):
         print(f"Error processing files: {e}")
         return f"Error processing files: {e}"
 
+# Prompt template for detailed responses
+prompt_template = """
+Answer the question as detailed as possible from the provided context.
+If the answer is not in the provided context, just say, "answer is not available in the context".
+Don't provide the wrong answer.
+
+Context:
+{context}
+
+Question:
+{question}
+
+Answer:
+"""
+
 def query_text(text):
     try:
         print(f"Query text: {text}")  # Debug: Show the query text
@@ -134,7 +149,15 @@ def query_text(text):
         # Remove duplicates and sort by relevance
         top_documents = list(dict.fromkeys(top_documents))
         
-        return top_documents
+        # Join the top documents for the context
+        context = "\n".join(top_documents)
+
+        # Prepare the prompt
+        prompt = prompt_template.format(context=context, question=text)
+        
+        # Query the LLM
+        response = llm(prompt)
+        return response
     except Exception as e:
         print(f"Error querying text: {e}")
         return f"Error querying text: {e}"
@@ -171,6 +194,7 @@ demo.launch()
 
 
 
+