At AWS re:Invent, Amazon introduced numerous new capabilities for generative AI and machine studying.
New evaluations for Amazon Bedrock
Two new analysis capabilities have been added to Amazon Bedrock, which is the corporate’s platform for constructing generative AI purposes utilizing basis fashions.
Amazon Bedrock Information Bases now provide assist for RAG analysis (nonetheless in preview), which permits customers to check totally different configurations. Amazon Bedrock Mannequin Analysis now presents an LLM-as-a-judge characteristic (additionally in preview), which permits AI to carry out assessments and consider different fashions extra rapidly and cheaper than a human.
The evaluations present a rating of 0 to 1 and supply a pure language rationalization for every rating, in addition to the rubric used to return to every rating.
“These new capabilities make it simpler to enter manufacturing by offering quick, automated analysis of AI-powered purposes, shortening suggestions loops and rushing up enhancements. These evaluations assess a number of high quality dimensions together with correctness, helpfulness, and accountable AI standards corresponding to reply refusal and harmfulness,” Danilo Poccia, chief evangelist at AWS, wrote in a weblog submit.
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Amazon Bedrock will get new APIs for RAG purposes
One other replace to Amazon Bedrock is the addition of customized connectors and ingestion of streaming information in Amazon Bedrock Information Bases.
“With assist for customized connector and ingestion of streaming information, prospects can now use direct APIs to effectively add, verify the standing of, and delete information, with out the necessity to record and sync the complete dataset,” Veliswa Boya, senior developer advocate at AWS, wrote in a weblog submit.
PartyRock’s new capabilities
PartyRock, a playground for Amazon Bedrock, was given a number of updates as properly. The corporate is eliminating the free trial interval and as an alternative providing all customers a free each day utilization allotment, beginning subsequent 12 months.
One other new characteristic is the flexibility to go looking the app catalog to search out apps that match a selected use case.
And eventually, customers can now add and course of a number of paperwork without delay, which makes it simpler to construct apps that deal with batch processing, doc comparability, or content material aggregation.
Amazon Q Enterprise can now leverage extensions and integrations
Amazon Q Enterprise is a generative AI assistant for enterprise, and new browser extensions and integrations will allow it to be extra useful to customers.
It might now be added as an extension within the browser, which permits it for use when visiting webpages for duties like summarizing the content material on a web page. At launch, Chromium-based net browsers, together with Google Chrome and Microsoft Edge, are supported, as is Mozilla Firefox.
Amazon Q can even now be built-in into totally different platforms, corresponding to Slack and Microsoft Groups.
Lastly, it might additionally now extract data from visible elements, corresponding to diagrams, infographics, charts, and different image-based content material.
