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VP AI Search @ Cohere | creator sentence-transformers

𝐂𝐨𝐡𝐞𝐫𝐞 𝐑𝐞𝐫𝐚𝐧𝐤 𝐕𝟑 𝐨𝐧 𝐀𝐳𝐮𝐫𝐞 AI - 𝐒𝐮𝐩𝐞𝐫𝐜𝐡𝐚𝐫𝐠𝐞 𝐲𝐨𝐮𝐫 𝐑𝐞𝐭𝐫𝐢𝐞𝐯𝐚𝐥 Happy to announce that the most powerful model for retrieval, Rerank V3 by Cohere, is available on Azure AI. It excels on extremely complex queries. While embedding approachs work well for easy data, like searching over Wikipedia for the capital of France, they fail miserably on complex data. Have you ever tried to embed JSON data, or tabular data? It's doomed to fail. Here Rerank excels. On FinanceBench, a QA dataset on annual reports created by finance MBAs and treasury analysts, Rerank works far better than any other approach: +18 points vs lexical search, +15 points vs embedding search. The usage is dead simple: Add one line of code, and get improved search results. This allows you also to supercharge existing search APIs, without the need to setup a dedicated vector database. To learn more how to use it on Microsoft Azure AI: https://lnkd.in/gPcZ9k4q And if you want to see all the cool features of Rerank v3: https://lnkd.in/gUu6WXrt

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Tomasz Dudek

AWS Machine Learning Hero | Data & AI Team Lead | Sharing my experience regarding AWS, AI and system design 🌩

2mo

Is the billing per tokens spent OR per second of an endpoint running? If I deploy this and don't query it at all for a day, is my bill $0? (in AWS terms - is this thing AWS Marketplace + SageMaker Endpoint equivalent OR Amazon Bedrock equivalent)

Miguel Won

NLP Data Scientist @ Axians Portugal | ML Team Leader

2mo

Nils Reimers is this the initial rerank v3 or the Nimble? Also any idea if we expect pay-as-you-go service for the rerank in AWS?

I was waiting for this! 👏

Duarte Pires

IT and Computer Science Engineer

2mo

Excellent work!!!

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