Upstage Groundedness Check

This notebook covers how to get started with Upstage groundedness check models.

Installation

Install langchain-upstage package.

pip install -U langchain-upstage

Environment Setup

Make sure to set the following environment variables:

• UPSTAGE_API_KEY: Your Upstage API key from Upstage developers document.

import os

os.environ["UPSTAGE_API_KEY"] = "YOUR_API_KEY"

Usage

Initialize UpstageGroundednessCheck class.

from langchain_upstage import UpstageGroundednessCheck

groundedness_check = UpstageGroundednessCheck()

API Reference:UpstageGroundednessCheck

Use the run method to check the groundedness of the input text.

request_input = {
    "context": "Mauna Kea is an inactive volcano on the island of Hawai'i. Its peak is 4,207.3 m above sea level, making it the highest point in Hawaii and second-highest peak of an island on Earth.",
    "answer": "Mauna Kea is 5,207.3 meters tall.",
}

response = groundedness_check.invoke(request_input)
print(response)

Related

• Tool conceptual guide
• Tool how-to guides