Lightweight toolkit for tracking and evaluating LLM applications
Building demos of Generative AI applications is deceptively easy; getting them into production (and maintaining their high quality) is not. W&B Weave is here to help developers build and iterate on their AI applications with confidence.
Create rigorous apples-to-apples evaluations to score the behavior of any aspect of your app. Examine and debug failures by easily inspecting inputs and outputs. Deliver high performing AI applications to production.
Pros
Lightweight toolkit ideal for tracking and evaluating AI applications.
Helps in building and iterating on AI applications with confidence.
Provides rigorous evaluation metrics, allowing for consistent performance scoring.
Facilitates debugging by enabling easy inspection of inputs and outputs.
Supports delivering high performing AI applications to production.
Cons
Might require minimal initial learning curve to familiarize with the toolkit.
Does not outline support for applications outside of AI and LLMs, potentially limiting its user base.
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