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One Line
Lan introduces Langsmith, a platform that enables debugging, testing, evaluating, and monitoring of language model applications, emphasizing the significance of logging and monitoring for accuracy, allowing users to investigate problematic steps and review prompts sent to the API.
Slides
Slide Presentation (9 slides)
Key Points
- Lan has announced a new platform called Lang smith for debugging, testing, evaluating, and monitoring large language model applications.
- Lang smith helps developers close the gap between prototype and production.
- It allows users to develop applications with large language models and put them into production.
- The platform logs and stores information about runs, including steps, token costs, and user queries.
- Users can visualize their runs, drill down into specific steps, and experiment with prompts using the playground feature.
- The platform allows for sharing work with others and creating datasets for testing and evaluation.
- Evaluation models are available to assess the correctness and helpfulness of applications.
- Lang smith is currently in closed beta, but interested users can sign up on the website to apply for access.
Summaries
41 word summary
Lan introduces Langsmith, a platform for debugging, testing, evaluating, and monitoring language model applications. It emphasizes the importance of logging and monitoring for accuracy. Users can drill down into problem steps and view prompts sent to the API. A playground for
133 word summary
Lan has introduced a new platform called Langsmith, which is a unified platform for debugging, testing, evaluating, and monitoring large language model applications. The platform aims to make it easy to develop applications powered by large language models. It allows developers to
In this video, the speaker discusses the importance of logging and monitoring the steps and outputs of an application. They mention that being able to track the process is crucial in ensuring the accuracy of the results. The speaker explains that by setting the verbose parameter to
Langsmith is a unified platform for debugging, testing, evaluating, and monitoring large language model applications. It allows users to drill down into the steps of a problem and view the prompts sent to the API. The platform also provides a playground for experimenting with