Langtail: Streamlined Testing for AI Applications
Langtail is a low-code platform designed for testing AI applications, specifically focusing on Large Language Models (LLMs). It offers a suite of testing tools that allow users to control LLM outputs through natural language scoring, pattern matching, or custom code. The platform enables optimization of AI models by experimenting with various parameters and prompts, supported by detailed analytics that provide valuable insights into performance and behavior.
With a user-friendly, spreadsheet-like interface, Langtail facilitates integration across teams, including non-technical members. Key features include an AI Firewall for enhanced security, dynamic LLM provider switching, and comprehensive change management to track and revert changes easily. Langtail aims to streamline the development and testing process, making it accessible and efficient for both developers and non-technical users.