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Databricks bolsters Mosaic AI with tools to build and evaluate compound AI systems
Databricks has added tools to fine-tune models as well as deploy them across applications with full confidence in response quality.
The former lets users use the Databricks API or UI to finetune small, open-source foundation models, giving them new knowledge to handle specific domains or tasks while being cost-efficient at the same time. These tools aid compound AI systems as functions, equipping them with new capabilities like intelligently generating and executing code, searching the web and calling APIs. This offering provides teams with a unified interface to query, manage, and deploy open-source or proprietary models, enabling them to switch the LLMs, without making complicated changes to the application code.
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