Table Read Agent

The Table Read Agent extracts information from structured tables (XLSX, CSV, TSV, Google Sheets) using LLMs and outputs the result in text format(TXT).

API KEY

Enter an OpenAI or Google API key. The %VARIABLE% format is supported.

• OpenAI API Key: Refer to https://platform.openai.com/api-keys

• Google API Key: Refer to https://ai.google.dev/gemini-api/docs/api-key

MODEL

The following model types are currently supported:

Platform	Model
OpenAI	o3, gpt-4.1, gpt-4.1-mini
Google	gemini-2.5-pro, gemini-2.5-flash, gemini-2.0-flash

Generally, the models listed above are billed based on usage. For billing details, refer to:

• OpenAI: https://openai.com/pricing

• Google Gemini: https://ai.google.dev/gemini-api/docs/pricing

XLSX/CSV/TSV/GOOGLESHEET

Click the "PICK" button or use the %FILENAME% variable to select the table file.

Supported formats: XLSX, CSV, TSV, Google Sheets

SHEET

The input sheet name. Leaving it empty represents the first sheet in the file.

ADD PROMPT

Add a natural language prompt to guide the model.

• FILENAME: Name of the output file. The output will be saved as a .txt file.

• PROMPT: Natural language instruction.

Example

Goal: Extract information from the table (csv) file below

Use the natural language prompt to guide the model

Result: The output will be a text object.

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