Introducing Rerank 3: A New Foundation Model for Efficient Enterprise Search & Retrieval

Elasticsearch's advanced search technology, along with Cohere's keyword and vector search capabilities, is designed to manage complex enterprise data efficiently. The collaboration between Elasticsearch and Cohere, featuring Cohere's Embed 3 and Rerank 3 models, enhances enterprise search systems by providing superior retrieval performance and relevance. Rerank 3 offers significant improvements in latency and accuracy, reducing the total cost of ownership by up to 98% compared to other generative large language models (LLMs), and excels in processing both JSON and tabular data. This integration, accessible via Cohere’s hosted API and AWS Sagemaker, allows enterprises to harness proprietary data across various business functions, ensuring high-precision document retrieval that supports a wide range of tasks while maintaining cost efficiency.

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