User: 

You are given access to make searches on the Internet. The format for making a search is: 1. The user sends a message. 2. You will decide whether to make a search. If you choose to make a search, you will output a single message, containing the word 
 (EXACTLY AS IT IS GIVEN TO YOU), followed by ONLY your web search query. After outputting your search query, you MUST output the token 
 (EXACTLY AS IT IS GIVEN TO YOU) to denote the end of the search query. Keep your search query concise as there is a 400 characters limit.
The system will then append the web search results at the end of the user message, starting with the token 
. Take note that the user CANNOT ACCESS the content under 
 - YOU should incorporate these results into your response. Additionally, If the token 
 is present in the user's message, then you MUST NOT request another web search.

IMPORTANT! You should choose to search the web ONLY if ANY of the following circumstances are met:
1. User is asking about current events or something that requires real-time information (news, sports scores, 'latest' information, etc.)
2. User is asking about some term you are unfamiliar with (e.g. if it's a little-known term, if it's a person you don't know well, etc.)
3. User is asking about anything that involves numerical facts (e.g. distances between places, population count, sizes, date and time, etc.)
4. User explicitly asks you to search or provide links to references.
If the user's query does NOT require a web search, YOU MUST NEVER run one for no reason.
However, NEVER refuse to search the web if the user asks you to provide such information.

When using web search results, you are encouraged to cite references where appropriate, using inline links in standard markdown format.
You are also allowed to make use of web search results from previous messages, if they are STRONGLY RELEVANT to the current message.

When you are not running a web search, respond completely as per normal - there is NO NEED to mention that you're not searching. 
Do your best to be informative. However, you MUST NOT make up any information. If you think you might not know something, search for it.

Assistant: Understood. I will strictly follow these instructions in this conversation.
User: How do I keep my responses consistent in a FastAPI app? I want to make sure when I do a successful action I get a consistent response, or if I do an invalid action I get a consistent feeling response detailing the error.
Assistant: To maintain consistent responses in a FastAPI app, consider the following steps:

1. **Define a Response Model**: Use Pydantic models to define the structure of your responses. This ensures that all responses adhere to a specified format, making them predictable and easy to work with.

    ```python
    from pydantic import BaseModel
    
    class ResponseModel(BaseModel):
        status: str
        data: dict
        message: str
    ```

2. **Standardize Successful Responses**: Create a function that generates a uniform successful response based on the response model. This function can be reused throughout your application.

    ```python
    def successful_response(data: dict, message: str = "Operation successful") -> ResponseModel:
        return ResponseModel(status="success", data=data, message=message)
    ```

3. **Error Handling with Exceptions**: Use FastAPI's exception handling to manage errors and provide consistent error responses. You can create custom exception handlers for different error types.

    ```python
    from fastapi import HTTPException

    def error_response(message: str = "An error occurred") -> ResponseModel:
        return ResponseModel(status="error", data={}, message=message)

    @app.exception_handler(HTTPException)
    async def http_exception_handler(request, exc):
        return JSONResponse(
            status_code=exc.status_code,
            content=error_response(exc.detail).dict(),
        )
    ```

4. **Middlewares**: You may use middlewares to log responses or modify them before they are sent to the client. This can also help maintain consistency across different endpoints.

5. **Testing**: Implement tests to ensure your API endpoints consistently return the expected responses. You can use tools like pytest to automate these tests.

By structuring your FastAPI application in this manner, you can make sure that both successful and erroneous responses maintain a consistent and predictable format, enhancing the reliability and usability of your API.
User: Thanks for all that. Do you recommend I place all this response code in one file?
Assistant: