marketing

graphrag.py

@@ -93,8 +93,7 @@ def reasoning(text, question):
 def marketing(text, question):
   try:
     print("Generate Knowledgegraph...")
-    graph, graph_documents_filtered = knowledge_graph(f"""Create
-  marketing campaign that can improve customer acquisition, activation, retention and referral for this persona: {text}""")
+    graph, graph_documents_filtered = knowledge_graph(text)
 
     print("GraphQAChain...")
     graph_rag = GraphQAChain.from_llm(
@@ -104,7 +103,8 @@ def marketing(text, question):
     )
 
     print("Answering through GraphQAChain...")
-    answer = graph_rag.invoke(question)
+    answer = graph_rag.invoke(f"""Create
+  marketing campaign that can improve customer acquisition, activation, retention and referral for this persona: {question}""")
     return answer['result']
 
   except Exception as e: