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What is pytest?

Pytest serves as an essential resource for improving your coding abilities, enabling the easy development of both simple tests and more intricate functional tests across a variety of applications and libraries. The framework excels in offering comprehensive assertion introspection, allowing you to depend solely on standard assert statements for all your testing requirements. It provides extensive insights into failed assertions, automatically detects test modules and functions, and includes versatile fixtures that efficiently manage both small and parameterized long-lived test resources. Moreover, pytest can effortlessly run unittest (including trial) and nose test suites, and it supports Python versions 3.6 and later, as well as PyPy 3. Its extensive plugin ecosystem includes over 315 external plugins, alongside a dynamic community of users contributing to its growth. Additionally, the maintainers of pytest, in collaboration with Tidelift, offer commercial support and maintenance for the open-source dependencies crucial to your projects, further enhancing its value. By integrating pytest into your workflow, you can streamline your testing process, reduce potential risks, and improve the overall quality of your codebase, all while ensuring fair compensation for the developers of the dependencies you utilize. This dedication to community engagement and support distinctly positions pytest as a frontrunner in the realm of testing frameworks, making it a preferred choice among developers.

What is Opik?

Utilizing a comprehensive set of observability tools enables you to thoroughly assess, test, and deploy LLM applications throughout both development and production phases. You can efficiently log traces and spans, while also defining and computing evaluation metrics to gauge performance. Scoring LLM outputs and comparing the efficiencies of different app versions becomes a seamless process. Furthermore, you have the capability to document, categorize, locate, and understand each action your LLM application undertakes to produce a result. For deeper analysis, you can manually annotate and juxtapose LLM results within a table. Both development and production logging are essential, and you can conduct experiments using various prompts, measuring them against a curated test collection. The flexibility to select and implement preconfigured evaluation metrics, or even develop custom ones through our SDK library, is another significant advantage. In addition, the built-in LLM judges are invaluable for addressing intricate challenges like hallucination detection, factual accuracy, and content moderation. The Opik LLM unit tests, designed with PyTest, ensure that you maintain robust performance baselines. In essence, building extensive test suites for each deployment allows for a thorough evaluation of your entire LLM pipeline, fostering continuous improvement and reliability. This level of scrutiny ultimately enhances the overall quality and trustworthiness of your LLM applications.

Media

Media

Integrations Supported

Captain
Codecov
Coverage.py
Flowise
Hugging Face
LangChain
Launchable
LiteLLM
LlamaIndex
OpenAI
Opik
Pinecone
Python
Ragas
Roost.ai
TestQuality
Testmo
VIKTOR
Zebrunner
pytest

Integrations Supported

Captain
Codecov
Coverage.py
Flowise
Hugging Face
LangChain
Launchable
LiteLLM
LlamaIndex
OpenAI
Opik
Pinecone
Python
Ragas
Roost.ai
TestQuality
Testmo
VIKTOR
Zebrunner
pytest

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$39 per month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

pytest

Date Founded

2004

Company Website

docs.pytest.org/en/6.2.x/

Company Facts

Organization Name

Comet

Date Founded

2017

Company Location

United States

Company Website

www.comet.com/site/products/opik/

Categories and Features

Functional Testing

Automated Testing
Interface Testing
Regression Testing
Reporting / Analytics
Sanity Testing
Smoke Testing
System Testing
Unit Testing

Software Testing

Automated Testing
Black-Box Testing
Dynamic Testing
Issue Tracking
Manual Testing
Quality Assurance Planning
Reporting / Analytics
Static Testing
Test Case Management
Variable Testing Methods
White-Box Testing

Categories and Features

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