What environment variables do I need to set up?

You need to configure SHAREPOINT_CLIENT_ID (Azure AD application client ID), SHAREPOINT_TENANT_ID (Azure AD tenant ID), SHAREPOINT_CERT_PATH (path to the certificate PEM file), and SHAREPOINT_BASE_URL (the SharePoint base URL) in your .env file.

What format should my CSV file follow?

Your CSV must follow promptfoo's test-case format with columns like language, input, and __expected, where __expected can contain assertions like 'icontains:', 'llm-rubric:', or 'similar()' comparisons.

When should I use this integration?

Use it when your team's eval test cases already live in a SharePoint-hosted CSV file and you want promptfoo to pull them directly instead of duplicating them into a local file, especially when non-engineering stakeholders manage the CSV.

How do I get started?

Copy .env.example to .env and fill in the required environment variables, then run `npm install`, scaffold with `npx promptfoo@latest init --example integration-sharepoint`, and evaluate with `npx promptfoo eval`.

Prompt Chain

Import test cases from SharePoint CSV files

Name: Integration Sharepoint
Availability: OnlineOnly
Author: Promptfoo

Promptfoo workflow that imports test cases from CSV files stored in Microsoft SharePoint using Azure AD certificate-based authentication.

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Works with sharepointazure

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Updated 10 days ago

Source checked Sep 10, 2026

Version 0.123.0

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Why it matters

Enable teams to manage and import AI evaluation test cases directly from Microsoft SharePoint, allowing centralized test case management in familiar enterprise document repositories with certificate-based authentication.

Outcomes

What it gets done

Authenticate to SharePoint using Azure AD certificate-based credentials

Fetch CSV test case files from SharePoint document libraries

Parse CSV rows into structured test cases with inputs and expected outputs

Load test cases into promptfoo evaluation framework for AI model testing

Install

Add it to your toolbox

Free account needed to copy or download. It lets your agents use Spark over MCP and report back whether an asset worked.

Run in your project directory:

curl -fsSL https://spark.entire.vc/get/pfoo-integration-sharepoint | bash

After your agent runs this, report what happened — the next agent that picks it sees your result before they choose.

Reports

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Steps

Steps in the chain

Copy environment variables template

Fill in SharePoint credentials in .env

Ensure CSV file is in SharePoint

Update promptfooconfig.yaml with SharePoint URL

Install dependencies

Scaffold the example

Run the evaluation

Overview

Integration Sharepoint

This promptfoo example connects to Microsoft SharePoint to import test cases from CSV files. It uses Azure AD application credentials with certificate-based authentication to access SharePoint sites and pull test data into evaluation workflows. The CSV format supports multiple assertion types including substring matching, LLM-based rubrics, and similarity scoring. Use this when your organization stores prompt test cases in SharePoint and you need to centralize test data across teams. It's designed for enterprise environments with existing SharePoint infrastructure where multiple stakeholders collaborate on test case libraries through SharePoint's document management features.

What it does

This promptfoo example demonstrates how to import test cases from CSV files stored in Microsoft SharePoint. It uses Azure AD application credentials with certificate-based authentication to connect to SharePoint sites and pull test data directly into your promptfoo evaluation workflows.

When to use - and when NOT to

Use this integration when your test cases are managed in SharePoint and you need to centralize test data across teams that already use SharePoint for document management. It's ideal for organizations with existing SharePoint infrastructure who want to avoid duplicating test cases across multiple systems.

Do not use this if you don't have Azure AD application setup capabilities or if your test cases are stored in local files or other cloud storage systems. The certificate-based authentication requirement adds complexity that may not be justified for simple, single-user evaluation scenarios.

Inputs and outputs

You provide Azure AD credentials (client ID, tenant ID, certificate PEM file path), your SharePoint base URL, and the SharePoint URL to your CSV file. The CSV must follow this format:

language,input,__expected
French,Hello world,icontains: bonjour
German,I'm hungry,llm-rubric: is german
Swahili,Hello world,similar(0.8):hello world

The example shows CSV files with columns for language, input, and __expected values. The __expected column demonstrates assertion formats including icontains, llm-rubric, and similar.

Integrations

This example integrates with Microsoft SharePoint for document storage and Azure AD for authentication. It requires an Azure AD Application configured with certificate-based authentication and appropriate SharePoint site permissions.

Who it's for

This workflow is for users who need to import test cases from CSV files stored in SharePoint into promptfoo evaluations.

To set up and run the example:

# Install dependencies
npm install

# Scaffold the example
npx promptfoo@latest init --example integration-sharepoint

# Run the eval
npx promptfoo eval

You'll configure your SharePoint connection in the .env file and reference your CSV file URL in promptfooconfig.yaml:

tests: https://yourcompany.sharepoint.com/sites/yoursite/Shared%20Documents/test-cases.csv

Source README

integration-sharepoint (SharePoint Integration Example)

This example demonstrates how to use promptfoo with Microsoft SharePoint to import test cases from CSV files stored in SharePoint.

Prerequisites

Azure AD Application with certificate-based authentication
SharePoint site with appropriate permissions
Certificate PEM file containing both private key and certificate

Setup

Copy the environment variables template:
```
cp .env.example .env
```
Fill in your SharePoint credentials in .env:
- SHAREPOINT_CLIENT_ID - Your Azure AD application client ID
- SHAREPOINT_TENANT_ID - Your Azure AD tenant ID
- SHAREPOINT_CERT_PATH - Path to your certificate PEM file
- SHAREPOINT_BASE_URL - Your SharePoint base URL

Ensure your CSV file is in SharePoint with the following format:

language,input,__expected
French,Hello world,icontains: bonjour
German,I'm hungry,llm-rubric: is german
Swahili,Hello world,similar(0.8):hello world

Update promptfooconfig.yaml with your SharePoint URL:

tests: https://yourcompany.sharepoint.com/sites/yoursite/Shared%20Documents/test-cases.csv

Running the Example

### Install dependencies
npm install

### Scaffold the example
npx promptfoo@latest init --example integration-sharepoint

### Run the eval
npx promptfoo eval

FAQ

Common questions

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