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Build a Financial Research Assistant with Cohere AI on AWS

This post shows how to build a financial research assistant using Cohere Embed, Rerank, and Parse on Amazon SageMaker AI, with OpenSearch Serverless and Amazon Bedrock, to search financial filings and generate answers with page-level citations.

SourceCohere Blog
Build a Financial Research Assistant with Cohere AI on AWS
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Under the source content permission, this page provides an editorial summary, key points, and a link to the original article.

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Key points

  • Combine Cohere Embed, Rerank, and Parse with AWS services for financial document search and answer generation.
  • Use Embed Pro for high-quality indexing and Embed Fast for low-latency queries, balancing accuracy and storage with quantization.
  • Improve search relevance with Rerank and Context Focus to reduce text sent to the answer model.
  • Deploy a CloudFormation-based demo in your own AWS account to explore retrieval, reranking, and citation-backed answers.

Highlights and analysis are generated automatically and may contain errors. Check the original source.

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