Update app.py

app.py

@@ -722,8 +722,8 @@ def company_strategy():
 def financial_strategy():
     doc_retriever_financial = create_vector_database_financial().as_retriever()
     prompt_template = """<|system|>
-    You are a seasoned attorney specilizing in financial law and legal analysis. You write expert analyses for institutional investors. 
-    Output must have sub-headings in bold font and be fluent.<|end|>
+    You are a seasoned attorney specializing in financial law and legal analysis. You write expert analyses for institutional investors. 
+    Output must have fluent sub-headings in bold font.<|end|>
     <|user|>
     Answer the {question} based on the information you find in context: {context} <|end|>
     <|assistant|>""" 
@@ -1061,11 +1061,11 @@ with strategies_container:
             }
 
             if company_document:
-                store = create_vector_database_company().as_retriever()
+                store = create_vector_database_company()
             if financial_document:
-                store = create_vector_database_financial().as_retriever()
+                store = create_vector_database_financial()
             if intercreditor_document:
-                store = create_vector_database_intercreditor().as_retriever()
+                store = create_vector_database_intercreditor()
                 
             agent_settings = {
                 "max_iterations": 3,