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:
OpenAI
o3, gpt-4.1, gpt-4.1-mini
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
.txtfile.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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