Weavel Description
Meet Ape, our first AI prompt engineer. Equipped with tracing and dataset curation. Batch testing, evals, and evalus. Ape achieved an impressive 93% in the GSM8K benchmark. This is higher than DSPy (86%), and base LLMs (70%) Continuously optimize prompts by using real-world data. Integrating CI/CD can prevent performance regression. Human-in-the loop with feedback and scoring. Ape uses the Weavel SDK in order to automatically log your dataset and add LLM generation as you use it. This allows for seamless integration and continuous improvements specific to your use cases. Ape automatically generates evaluation code and relies on LLMs to be impartial judges for complex tasks. This streamlines your assessment process while ensuring accurate and nuanced performance metrics. Ape is reliable because it works under your guidance and feedback. Ape will improve if you send in scores and tips. Equipped with logging and testing for LLM applications.
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