July 10, 2024 —— Anthropic Inc. announced today that its AI development platform has introduced new features aimed at simplifying the development process for AI applications. The new features include the ability to generate, test, and evaluate prompts within the Anthropic console, as well as functions for automatically generating test cases and comparing outputs.
Writing excellent prompts is now very simple, just describe the task to Claude. The console provides an built-in prompt generator supported by Claude 3.5 Sonnet, which allows users to describe the task (such as "classify incoming customer support requests") and have Claude generate high-quality prompts.
Users can use Claude's new test case generation feature to generate input variables for prompts (such as incoming customer support messages) and then run the prompts to view Claude's responses. Alternatively, they can manually enter test cases.
To enhance the testing process, Anthropic has introduced a test suite generation feature that allows users to manually add or import test cases from CSV, or use Claude's automatic generation feature. Users can run all test cases with a single click and adjust test parameters as needed.
In addition, Anthropic provides tools for model response evaluation and prompt iteration, enabling users to quickly improve their prompts. The feature to compare prompt outputs side by side, as well as the option to invite experts for scoring, are all aimed at improving model performance.
These new features from Anthropic are now open to all users. The company encourages developers to visit its documentation for more information on how to use Claude to generate and evaluate prompts.
This update from Anthropic is undoubtedly set to bring revolutionary changes to the development of AI applications, allowing developers to optimize their products more efficiently. As AI technology continues to advance, we look forward to seeing more innovative tools emerge to further promote industry development.
