You're reading from Enterprise GENERATIVE AI Well-Architected Framework & Patterns

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Published inApr 2024

PublisherPackt

ISBN-139781836202912

Edition1st Edition

Concepts

Artificial Intelligence

Author (1)

Suvoraj Biswas

What are some LLM Observability Solutions?

There are niche players offering platform-based LLM observability solutions for enterprises, such as Arize and Aporia . Additionally, this year 2023, Datadog , a major player in the Observability field, introduced a beta version of a comprehensive LLM observability solution to their system. This solution gathers data from applications, models, and various integrations to expedite the identification and resolution of real-world application issues including model cost spikes, performance degradation, drift, hallucinations and many more, ultimately ensuring a positive end-user experience.

There is a popular open-source solution available called LangKit ( https://github.com/whylabs/langkit ). This open-source Python module offers the capability to extract relevant signals from...

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Author (1)

Suvoraj Biswas

Suvoraj Biswas is a Subject Matter Expert and thought leader in the Enterprise GENERATIVE AI and it's Architecture & Governance. Professionally, he works as a Solution Architect at a prominent Fortune 500 financial corporation. With an extensive Enterprise IT background spanning over 19+ years in countries like India, United States and Canada, he has held architectural positions & DevOps/DevSecOps Consultant at renowned companies like Thomson Reuters, IBM and Global Relay. Throughout his professional journey, he has amassed considerable expertise across diverse IT domains, specializing in the design of secure and scalable Enterprise systems, facilitating multi-Cloud adoption and migration, and driving digital transformation initiatives. He has overseen end-to-end solution development and the execution of large-scale Enterprise projects, leveraging advanced and specialized technologies including SAAS platform engineering, AWS cloud migration, Generative AI adoption & implementation and building smart IoT based platform.
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