WhyLabs Launches LangKit for Safe and Responsible Large Language Models

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Seattle-based startup, WhyLabs has announced the release of its open-source technology, LangKit, which is designed to assist enterprises in monitoring and safeguarding their large language models (LLMs). LangKit enables users to locate and prevent toxic language, data leakage, hallucinations, and jailbreaks and is easy to use and integrate with several popular platforms and frameworks such as Hugging Face Transformers, AWS Boto3, and more. The LangKit is built on two core principles of open sourcing and extensibility, allowing it to accommodate diverse customer needs, particularly in industries with higher safety standards such as healthcare and fintech. Early feedback shows the solution’s out-of-the-box metrics, ease of use, and plug-and-play capabilities are proving particularly valuable to stakeholders in regulated industries. The solution will be integrated into WhyLabs’ AI observability platform, which also offers solutions for monitoring other types of AI applications such as embeddings, model performance, and unstructured data drift.

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Frequently Asked Questions (FAQs) Related to the Above News

What is LangKit?

LangKit is an open-source technology created by WhyLabs to help enterprises monitor and safeguard their large language models (LLMs) from toxic language, data leakage, hallucinations, and jailbreaks.

How does LangKit ensure safe and responsible use of LLMs?

LangKit uses out-of-the-box metrics and is easy to use and integrate with popular platforms and frameworks such as Hugging Face Transformers and AWS Boto3. It allows users to locate and prevent potential issues with LLMs, making it particularly valuable to stakeholders in regulated industries such as healthcare and fintech.

What are the core principles behind LangKit?

LangKit is built on two core principles: open sourcing and extensibility. This means that it is highly adaptable to diverse customer needs and can accommodate the specific safety standards of different industries.

How does LangKit integrate with other solutions offered by WhyLabs?

LangKit will be integrated into WhyLabs' AI observability platform, which also offers solutions for monitoring other types of AI applications such as embeddings, model performance, and unstructured data drift.

What has been the early feedback on LangKit?

Early feedback on LangKit has been positive, particularly from stakeholders in regulated industries who have noted that it offers valuable out-of-the-box metrics, ease of use, and plug-and-play capabilities.

Please note that the FAQs provided on this page are based on the news article published. While we strive to provide accurate and up-to-date information, it is always recommended to consult relevant authorities or professionals before making any decisions or taking action based on the FAQs or the news article.

Advait Gupta
Advait Gupta
Advait is our expert writer and manager for the Artificial Intelligence category. His passion for AI research and its advancements drives him to deliver in-depth articles that explore the frontiers of this rapidly evolving field. Advait's articles delve into the latest breakthroughs, trends, and ethical considerations, keeping readers at the forefront of AI knowledge.

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