John Snow Labs LangTest 1.3.0: Clinical Test Support, Model & Dataset Uploading to HF, Prompt-Injection Exploration, Codebase Refinement, Enhanced Unit Test Coverage and Support for custom column names for CSV loading.

[ArshaanNazir]

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📢 Overview

LangTest 1.3.0 🚀 by John Snow Labs is here with an array of advancements: We've amped up our support for Clinical-Tests, made it simpler to upload models and augmented datasets to HF, and ventured into the domain of Prompt-Injection tests. Streamlined codebase, bolstered unit test coverage, added support for custom column names in harness for CSVs and polished contribution protocols with bug fixes!

A big thank you to our early-stage community for their contributions, feedback, questions, and feature requests 🎉

Make sure to give the project a star right here ⭐

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🔥 New Features & Enhancements

• Adding support for clinical-tests Feature/clinical tests #707
• Adding support for prompt-injection test Feature/explore prompt injection tests #708
• Updated Harness format Refacto/Updated format of Harness  #706
• Adding support for model/dataset upload to HF Upload model/dataset to hf #713
• Adding contribution guidelines Docs/Added Contribution Guidelines #701
• Improving Unittest coverage Improve unit test coverage #700
• Adding support for custom column names in harness for csv Support for custom column names in harness for csv #650

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🐛 Bug Fixes

• Fix fairness scores fix fairness scores #709

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❓ How to Use

Get started now! 👇

pip install "langtest[langchain,openai,transformers]"

import os

os.environ["OPENAI_API_KEY"] = <ADD OPEN-AI-KEY>

Create your test harness in 3 lines of code 🧪

# Import and create a Harness object
from langtest import Harness

harness = Harness(task="clinical-tests",model={"model": "text-davinci-003", "hub": "openai"},data = {"data_source": "Gastroenterology-files"})

# Generate test cases, run them and view a report
h.generate().run().report()

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📖 Documentation

• LangTest: Documentation
• LangTest: Notebooks
• LangTest: Test Types
• LangTest: GitHub Repo

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❤️ Community support

• Slack For live discussion with the LangTest community, join the #langtest channel
• GitHub For bug reports, feature requests, and contributions
• Discussions To engage with other community members, share ideas, and show off how you use LangTest!

We would love to have you join the mission 👉 open an issue, a PR, or give us some feedback on features you'd like to see! 🙌

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♻️ Changelog

What's Changed

• Improve unit test coverage by @Prikshit7766 in Improve unit test coverage #700
• Docs/Added Contribution Guidelines by @RakshitKhajuria in Docs/Added Contribution Guidelines #701
• Feature/clinical tests by @ArshaanNazir in Feature/clinical tests #707
• fix fairness scores by @alytarik in fix fairness scores #709
• pytest/Representation Classes by @RakshitKhajuria in pytest/Representation Classes #705
• Feature/explore prompt injection tests by @chakravarthik27 in Feature/explore prompt injection tests #708
• Refacto/Updated format of Harness by @Prikshit7766 in Refacto/Updated format of Harness  #706
• Fix/support more ner hf formats by @alytarik in Fix/support more ner hf formats #712
• Chore/clinical tests nb-website updates by @ArshaanNazir in Chore/clinical tests nb-website updates #714
• Upload model/dataset to hf by @RakshitKhajuria in Upload model/dataset to hf #713
• Support for custom column names in harness for csv by @Prikshit7766 in Support for custom column names in harness for csv #650
• Feature/llm unit tests by @ArshaanNazir in Feature/llm unit tests #716
• Update Website/Nbs by @ArshaanNazir in Update Website/Nbs #715
• Release/1.3.0 by @ArshaanNazir in Release/1.3.0 #717

Full Changelog: 1.2.0...1.3.0

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This discussion was created from the release John Snow Labs LangTest 1.3.0: Clinical Test Support, Model & Dataset Uploading to HF, Prompt-Injection Exploration, Codebase Refinement, Enhanced Unit Test Coverage and Support for custom column names for CSV loading..