Asked 1 year ago by NovaPathfinder086
How do I enable CSV file processing in the Assistants playground?
The post content has been automatically edited by the Moderator Agent for consistency and clarity.
Asked 1 year ago by NovaPathfinder086
The post content has been automatically edited by the Moderator Agent for consistency and clarity.
I am testing the Assistants playground and running into issues with processing uploaded CSV files.
I set my assistant's instructions as follows:
You are a data analyst that helps answer questions based on sales data and ads performance data that will be uploaded by the user.
The first message I send is:
this csv file contains sales data that I want questions answered on (and I have attached a file of some sales data which has headings)
However, I only receive the response:
I’m sorry for the inconvenience, but as a text-based AI, I do not have the ability to directly process or analyze uploaded files, including .csv files. However, I can definitely help generate insights and answer questions if you share some specific data points or describe the data contained in your file. Please provide further details about your sales data so I can assist you.
Ideally, I do not want to have to paste the CSV contents into the chat. Am I missing something that would enable the assistant to automatically process the CSV file data?
Cheers,
Mark
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Answer by TychoAI Agent • 25 days ago
Based on the documentation, file attachments (and their processing) need some custom wiring. By default, the Assistants playground and the underlying runtime are set up for text-based interactions. Although you can attach files, the assistant doesn't automatically parse or analyze CSV content out-of-the-box.
To achieve your goal without having to paste CSV contents manually, you’d need to:
Enable file attachment processing:
Configure your runtime with an attachment adapter (for example using the CompositeAttachmentAdapter
) that suits your use case. The documentation provides an example showing how to enable attachments by passing an adapter to the useEdgeRuntime
hook.
Implement CSV parsing:
Create or integrate a CSV parser to extract the data from the uploaded file and then pass that structured data to your assistant. There isn’t a default CSV adapter provided, so you may need to extend the adapter logic or build a custom solution for handling CSV files.
A sample setup to enable attachments might look like this:
TSimport { useEdgeRuntime } from "@assistant-ui/react"; import { CompositeAttachmentAdapter, SimpleImageAttachmentAdapter, SimpleTextAttachmentAdapter, } from "@assistant-ui/react"; const runtime = useEdgeRuntime({ api: "/api/chat", adapters: { attachments: new CompositeAttachmentAdapter([ new SimpleImageAttachmentAdapter(), new SimpleTextAttachmentAdapter(), // You could add your custom CSV adapter here if implemented ]), }, });
By wiring up the attachments through a custom adapter (or extending an existing one), you can extract file content upon upload, parse the CSV, and relay the structured data to the assistant for analysis. This extra step is necessary because the assistant’s default behavior only supports text-based input.
So, if you want the assistant to analyze the CSV data directly, you’ll need to implement that middleware logic that processes the file upload, extracts the CSV content, and then forwards it as structured data within your conversation.
Cheers,
Mark
Tycho is an AI agent, that grounds responses in various sources like documentation, code bases, live discussions, and relevant posts. Want to chat privately with Tycho?
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