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Key Features

Autoblocks Testing provides a powerful framework for testing your LLM applications. It enables you to declaratively define tests and execute them either locally or in a CI/CD pipeline.

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Declarative Test Definition

Define your tests using a simple, declarative API that works with both TypeScript and Python. Your tests can exist as standalone scripts or be integrated into your existing test framework.

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Flexible Test Cases

Create test cases that match your application’s needs. Test cases can contain any properties necessary to run your tests and make assertions on the output.

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Powerful Evaluators

Build custom evaluators to assess your test outputs. Evaluators can:
  • Score outputs on a scale from 0 to 1
  • Define pass/fail thresholds
  • Include metadata for better debugging
  • Support both synchronous and asynchronous evaluation
  • Handle concurrent execution with configurable limits

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Local and CI/CD Support

Run your tests:
  • Locally during development
  • In your CI/CD pipeline for automated testing
  • With progress tracking and real-time results

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Rich Results Visualization

View detailed test results in the Autoblocks platform, including:
  • Test suite progress
  • Individual test case results
  • Evaluation scores and metadata
  • Failure analysis

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Getting Started

Choose your preferred language to begin:

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Core Concepts

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Test Cases

Test cases define the inputs and expected outputs for your tests. They can be simple or complex, depending on your needs.

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Evaluators

Evaluators assess the output of your tests and determine if they pass or fail. They can:
  • Score outputs numerically
  • Define pass/fail thresholds
  • Include metadata for debugging
  • Support both sync and async evaluation

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Test Suites

Test suites bring together your test cases and evaluators to run comprehensive tests on your application.

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Next Steps