Select your cookie preferences

We use essential cookies and similar tools that are necessary to provide our site and services. We use performance cookies to collect anonymous statistics, so we can understand how customers use our site and make improvements. Essential cookies cannot be deactivated, but you can choose “Customize” or “Decline” to decline performance cookies.

If you agree, AWS and approved third parties will also use cookies to provide useful site features, remember your preferences, and display relevant content, including relevant advertising. To accept or decline all non-essential cookies, choose “Accept” or “Decline.” To make more detailed choices, choose “Customize.”

Sign in
Your Saved List Become a Channel Partner Sell in AWS Marketplace Amazon Web Services Home Help

Amazon Sagemaker

Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. With Amazon SageMaker, all the barriers and complexity that typically slow down developers who want to use machine learning are removed. The service includes models that can be used together or independently to build, train, and deploy your machine learning models.

product logo

Cohere Rerank v3.5 Free trial

By:
Latest Version:
v1.1.2
Rerank improves search systems by sorting documents based on their semantic similarity to a query.

    Product Overview

    Cohere's Rerank v3.5 endpoint enables businesses to significantly improve search and retrieval-augmented generation systems. As input, it takes a query and list of potentially relevant documents. Rerank v3.5 then returns the documents as a list sorted by semantic similarity to the provided query. As an intelligent cross-encoding AI model, Rerank v3.5 is able to understand the meaning behind enterprise data and user questions. Rerank v3.5 can be implemented with just a few lines of code, delivers leading performance across over 100 languages, and is uniquely capable of understanding complex information which requires reasoning. These attributes make Rerank v3.5 particularly well suited for global organizations within Finance, Healthcare, Energy, Government, and Manufacturing.

Rerank v3.5 can be added to existing systems, whether keyword or semantic, to improve performance.

    Key Data

    Version
    Show other versions
    Type
    Model Package
    Fulfillment Methods
    Amazon SageMaker

    Highlights

    • Cohere's Rerank v3.5 is uniquely capable of understanding complex documents and queries. This leads to more accurate search results when user questions have multiple aspects and require reasoning. Rerank v3.5 also offers strong performance on semi-structured data such as Code, Tables, and JSON Documents. These attributes make the model ideal for global organizations within such as Finance, Healthcare, Energy, Government, Manufacturing.

    • Cohere's Rerank v3.5 can be added to existing search and retrieval-augmented generation (RAG) systems with just a few lines of code. This ease of implementation makes is simple to boost semantic understanding and improve search results. Rerank v3.5 is also highly efficient, in terms of throughput, and is capable of satisfying demanding requirements for large organizations.

    • Cohere's Rerank v3.5 offers leading multilingual performance in over 100 languages, including but not limited to: Arabic, Chinese, English, French, German, Hindi, Japanese, Korean, Portuguese, Russian, and Spanish. This is useful for global organizations who operate across various languages and require a performant AI model to improve their search systems.

    Not quite sure what you’re looking for? AWS Marketplace can help you find the right solution for your use case. Contact us

    Pricing Information

    Use this tool to estimate the software and infrastructure costs based your configuration choices. Your usage and costs might be different from this estimate. They will be reflected on your monthly AWS billing reports.

    Contact us to request contract pricing for this product.


    Estimating your costs

    Choose your region and launch option to see the pricing details. Then, modify the estimated price by choosing different instance types.

    Version
    Region

    Software Pricing

    Model Realtime Inference$8.50/hr

    running on ml.g5.xlarge

    Model Batch Transform$9.16/hr

    running on ml.g5.2xlarge

    Infrastructure Pricing

    With Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
    Learn more about SageMaker pricing

    SageMaker Realtime Inference$1.408/host/hr

    running on ml.g5.xlarge

    SageMaker Batch Transform$1.515/host/hr

    running on ml.g5.2xlarge

    About Free trial

    Try this product for 7 days. There will be no software charges, but AWS infrastructure charges still apply. Free Trials will automatically convert to a paid subscription upon expiration.

    Model Realtime Inference

    For model deployment as Real-time endpoint in Amazon SageMaker, the software is priced based on hourly pricing that can vary by instance type. Additional infrastructure cost, taxes or fees may apply.
    InstanceType
    Realtime Inference/hr
    ml.g6.2xlarge
    $7.38
    ml.g5.xlarge
    Vendor Recommended
    $8.50
    ml.g5.2xlarge
    $9.16
    ml.g6.xlarge
    $6.80

    Usage Information

    Model input and output details

    Input

    Summary

    Model input summary here: The model accepts JSON requests that specifies the input texts to be reranked. The maximum number number of documents that can be passed into a single rerank call is 1000. Note: The documentation below is for Version 2 of the Rerank API. You will need to manually specify the API Version by setting "api_version": 2.

    Input MIME type
    application/json
    Sample input data

    Output

    Summary

    The output is a JSON object of reranked results:

    {
      "id": "57cc4b9b-f4a1-4e0a-830f-40cfc76c0ba6",
      "results": [
        {
          "index": 3,
          "relevance_score": 0.9871293
        },
        {
          "index": 1,
          "relevance_score": 0.29961726
        }
      ]
    }
    Output MIME type
    text/csv
    Sample output data

    End User License Agreement

    By subscribing to this product you agree to terms and conditions outlined in the product End user License Agreement (EULA)

    Support Information

    AWS Infrastructure

    AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.

    Learn More

    Refund Policy

    No refunds.

    Customer Reviews

    There are currently no reviews for this product.
    View all