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simple-csv (Simple CSV Example)

examples/simple-csv/README.md

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simple-csv (Simple CSV Example)

You can run this example with:

bash
npx promptfoo@latest init --example simple-csv
cd simple-csv

This example demonstrates how to use CSV and Excel files for test cases in promptfoo, including working with JSON fields for language translation tasks.

Features Demonstrated

  • CSV and Excel (XLSX) test case formats with JSON configuration fields
  • Multiple prompt variations for different translation styles
  • Style configuration via JSON fields (tone, length)
  • Case-insensitive test assertions (icontains)

Project Structure

  • promptfooconfig.yaml: Main configuration file
  • prompts.txt: Contains two prompt templates:
    1. A formal translator prompt
    2. A conversational language assistant prompt
  • tests.csv: Test cases for French and Pirate translations
  • tests.xlsx: Same test cases in Excel format (optional)

Using Excel Files

To use Excel files instead of CSV:

  1. Install the read-excel-file package (optional peer dependency):

    bash
    npm install read-excel-file
    
  2. Update promptfooconfig.yaml to use the Excel file:

    yaml
    tests: file://tests.xlsx
    

Excel files work exactly like CSV files - each row becomes a test case, and column headers become variable names.

Multi-sheet Excel Files

For workbooks with multiple sheets, you can specify which sheet to use:

yaml
# Use a specific sheet by name
tests: file://tests.xlsx#MyDataSheet

# Or by 1-based index (2 = second sheet)
tests: file://tests.xlsx#2

Running the Tests

From the root of this example, you can run the eval as:

bash
promptfoo eval

To view the results in your browser:

bash
promptfoo view

For more details on using CSV and Excel files in promptfoo, see our CSV Format documentation.