Invalid format with Zero Shot React Description Agent Type

[ENUMERA8OR]

Error: Invalid Format: Action: comes before Thought:

Code:

Agent Initialisation:

            self.agent2 = create_sql_agent(
                llm=self.assistant.llm2,
                toolkit=toolkit,
                prompt=full_prompt_orders,
                verbose=True,
                agent_type=AgentType.ZERO_SHOT_REACT_DESCRIPTION,
                callbacks=[self.handler,self.handler2],
                return_intermediate_steps=True,
                max_iterations=2,
                top_k=5,
                agent_executor_kwargs={
                    "memory": self.assistant.memory,
                    "handle_sql_errors": True,
                    "handle_parsing_errors": True,
                },
                suffix=long_term_context_suffix,
                input_variables=["input","agent_scratchpad","history","output"],
                # tool_names=[tool.name for tool in toolkit.tools],
                tool_names=tool_names,
                tools=tools
            )
            print("DEBUG: Agent Initialized:", self.agent2)
            print("DEBUG: Prompt Content:", full_prompt_orders)
            # print("DEBUG: Input Variables:", input_variables)
            print("DEBUG: Tools Configured:", tools)
            print("DEBUG: Tool Names:", tool_names)
            print("DEBUG: Memory Content:", self.assistant.memory.load_memory_variables({}))

Prompt:

"""
You have access to the following tools:

QuerySQLDataBaseTool: Input to this tool is a detailed and correct SQL query, output is a result from the database. If the query is not correct, an error message will be returned. If an error is returned, rewrite the query, check the query, and try again. If you encounter an issue with Unknown column 'xxxx' in 'field list', use sql_db_schema to query the correct table fields.
QuerySQLCheckerTool: Use this tool to double check if your query is correct before executing it. Always use this tool before executing a query with sql_db_query!
ListSQLDatabaseTool: Use this tool for getting tables names.
InfoSQLDatabaseTool: Input to this tool is a comma-separated list of tables, output is the schema and sample rows for those tables. Be sure that the tables actually exist by calling sql_db_list_tables first!

Question: {input}
Thought: {agent_scratchpad} & then form an SQL QUERY only. Don't try to explain anything.
Action: the action to take, should be one of [{tool_names}]
Action Input: the input to the Action. The input should only contain only SQL QUERY.
Observation: the result of the Action
... (this Thought/Action/Action Input/Observation can repeat N times)
Final Answer: the final answer to the original input question

Begin!

Question: {input}
Thought:{agent_scratchpad}

"""

Please tell me the changes I need to made to solve this error.