Weave

Weave is a versatile framework designed to support the development, tracking, and optimization of large language model (LLM) applications. It provides a comprehensive suite of tools for monitoring, experimenting with, evaluating, deploying, and improving LLM-based systems. Weave's capabilities include tracing and monitoring LLM calls, systematic iteration on prompts and models, and robust evaluation mechanisms using custom or pre-built scorers.

One of the key strengths of Weave is its ability to integrate seamlessly with various LLM providers and frameworks, allowing developers to manage complex workflows efficiently. It supports advanced features like content moderation and prompt safety, ensuring that applications are both effective and secure. Weave also facilitates versioning and reproducibility, making it easier to track changes and reproduce results across different iterations of an application.

By leveraging Weave, developers can create composable operations that can be reused across different parts of their LLM pipelines, enhancing flexibility and scalability. Additionally, Weave's integration with other tools and services enables a streamlined approach to building, testing, and deploying AI applications, making it a valuable resource for teams working with LLMs.