Introduction

If you've recently explored the RAGE4J-Core documentation, you might be wondering: what exactly is RAGE4J-Assert?
RAGE4J-Assert serves as an intuitive and user-friendly wrapper for the RAGE4J-Core API. During our initial experiences writing tests with RAGE4J-Core, we noticed that the API could be quite cumbersome, even for crafting simple tests. Our goal with RAGE4J-Assert is to elevate the developer experience without sacrificing the power of the framework. With RAGE4J-Assert, writing tests becomes both quicker and more comfortable.

Simple Example

import dev.langchain4j.model.openai.OpenAiChatModel;
import dev.rage4j.asserts.RageAssert;
import dev.rage4j.asserts.openai.OpenAiLLMBuilder;
import org.junit.jupiter.api.Test;

import static dev.langchain4j.model.openai.OpenAiChatModelName.GPT_4_O_MINI;

class RageAssertTest
{
	private final String key = System.getenv("OPEN_API_KEY");
	private final OpenAiChatModel model = OpenAiChatModel.builder()
		.apiKey(key)
		.modelName(GPT_4_O_MINI)
		.build();

	@Test
	void testCorrectnessApi()
	{
		RageAssert rageAssert = new OpenAiLLMBuilder().fromApiKey(key);
		rageAssert.given()
			.question("What is the capital of France?")
			.groundTruth("Paris is the capital of France")
			.when()
			.answer(a -> model.generate(a))
			.then()
			.assertAnswerCorrectness(0.7);
	}
}

Features

You just saw the assertAnswerCorrectness feature in the example above. But that's not all — RAGE4J-Assert supports additional features from the core API, including:

• assertFaithfulness(double minValue)
• assertAnswerCorrectness(double minValue)
• assertAnswerRelevance(double minValue)
• assertSemanticSimilarity(double minValue)
• asserBleuScore(double minValue)
• assertRougeScore(double minValue, RougeScoreEvaluator.RougeType rougeType, RougeScoreEvaluator.MeasureType measureType) If you're eager to explore more examples, check out the examples on the next page! 😊