Announcing Mosaic AI Agent Framework and Agent Evaluation

Sujitha — Wed, 03 Jul 2024 05:54:27 GMT

Databricks announced the public preview of Mosaic AI Agent Framework & Agent Evaluation alongside our Generative AI Cookbook at the Data + AI Summit 2024.

These tools are designed to help developers build and deploy high-quality Agentic and Retrieval Augmented Generation (RAG) applications within the Databricks Data Intelligence Platform.

Challenges with building high-quality Generative AI applications

While building a proof of concept for your GenAI application is relatively straightforward, delivering a high-quality application has proven to be challenging for a large number of customers. To meet the standard of quality required for customer-facing applications, AI output must be accurate, safe, and governed. To reach this level of quality, developers struggle to

Choose the right metrics to evaluate the quality of the application
Efficiently collect human feedback to measure the quality of the application
Identify the root cause of quality problems
Rapidly iterate to improve the quality of the application before deploying to production

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Announcing Mosaic AI Agent Framework and Agent Evaluation

Challenges with building high-quality Generative AI applications