--- title: Build an AI-powered document processing platform with... description: This post explains how to create an AI-driven document processing system using open-source NER models and LLMs on Amazon SageMaker. The solution enhances the... canonical: https://daily.dev/posts/build-an-ai-powered-document-processing-platform-with-open-source-ner-model-and-llm-on-amazon-sagema-vwf0dthlh twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Build an AI-powered document processing platform with open source NER model and LLM on Amazon SageMaker | daily.dev og:description: This post explains how to create an AI-driven document processing system using open-source NER models and LLMs on Amazon SageMaker. The solution enhances the... og:url: https://daily.dev/posts/build-an-ai-powered-document-processing-platform-with-open-source-ner-model-and-llm-on-amazon-sagema-vwf0dthlh og:image: https://api.daily.dev/og/posts/VWF0dthLh.png og:image:alt: Build an AI-powered document processing platform with open source NER model and LLM on Amazon SageMaker og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Build an AI-powered document processing platform with open source NER model and LLM on Amazon SageMaker **[AWS](https://daily.dev/sources/aws)** · 11 min read · 5 upvotes · 0 comments ## Summary This post explains how to create an AI-driven document processing system using open-source NER models and LLMs on Amazon SageMaker. The solution enhances the accessibility of historical data by automating metadata enrichment, document classification, and summarization. It uses a serverless architecture for cost efficiency and employs models like Mixtral-8x7B for abstractive summarization and BERT for entity recognition, ensuring precise search functionality and streamlined document management. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai](https://daily.dev/tags/ai), [#machine-learning](https://daily.dev/tags/machine-learning), [#cloud](https://daily.dev/tags/cloud), [#nlp](https://daily.dev/tags/nlp), [#aws-sagemaker](https://daily.dev/tags/aws-sagemaker) [View this post on daily.dev](https://daily.dev/posts/build-an-ai-powered-document-processing-platform-with-open-source-ner-model-and-llm-on-amazon-sagema-vwf0dthlh) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Build an AI-powered document processing platform with open source NER model and LLM on Amazon SageMaker","url":"https://daily.dev/posts/build-an-ai-powered-document-processing-platform-with-open-source-ner-model-and-llm-on-amazon-sagema-vwf0dthlh","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/build-an-ai-powered-document-processing-platform-with-open-source-ner-model-and-llm-on-amazon-sagema-vwf0dthlh"},"datePublished":"2025-04-23T16:12:06.024Z","dateModified":"2025-04-23T16:12:21.734Z","description":"This post explains how to create an AI-driven document processing system using open-source NER models and LLMs on Amazon SageMaker. 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