Experimental News Clipping Site

Tag: document processing

  • AWS News Blog: Get insights from multimodal content with Amazon Bedrock Data Automation, now generally available

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    Kurt Seifried
    in

    Source URL: https://aws.amazon.com/blogs/aws/get-insights-from-multimodal-content-with-amazon-bedrock-data-automation-now-generally-available/ Source: AWS News Blog Title: Get insights from multimodal content with Amazon Bedrock Data Automation, now generally available Feedly Summary: Amazon Bedrock Data Automation streamlines the extraction of valuable insights from unstructured multimodal content (documents, images, audio, and videos) by providing a simplified way to build intelligent document processing and media analysis…

  • Cloud Blog: Use Gemini 2.0 to speed up document extraction and lower costs

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/use-gemini-2-0-to-speed-up-data-processing/ Source: Cloud Blog Title: Use Gemini 2.0 to speed up document extraction and lower costs Feedly Summary: A few weeks ago, Google DeepMind released Gemini 2.0 for everyone, including Gemini 2.0 Flash, Gemini 2.0 Flash-Lite, and Gemini 2.0 Pro (Experimental). All models support up to at least 1 million input tokens, which…

  • Hacker News: Putting Andrew Ng’s OCR models to the test

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    Kurt Seifried
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    Source URL: https://www.runpulse.com/blog/putting-andrew-ngs-ocr-models-to-the-test Source: Hacker News Title: Putting Andrew Ng’s OCR models to the test Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the launch of a new document extraction service by Andrew Ng, highlighting significant challenges with accuracy in processing complex financial statements using current LLM-based models. These challenges underscore…

  • Simon Willison’s Weblog: olmOCR

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Feb/26/olmocr/#atom-everything Source: Simon Willison’s Weblog Title: olmOCR Feedly Summary: olmOCR New from Ai2 – olmOCR is “an open-source tool designed for high-throughput conversion of PDFs and other documents into plain text while preserving natural reading order". At its core is allenai/olmOCR-7B-0225-preview, a Qwen2-VL-7B-Instruct variant trained on ~250,000 pages of diverse PDF content (both…

  • Hacker News: Show HN: Benchmarking VLMs vs. Traditional OCR

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    Kurt Seifried
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    Source URL: https://getomni.ai/ocr-benchmark Source: Hacker News Title: Show HN: Benchmarking VLMs vs. Traditional OCR Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the evaluation of Optical Character Recognition (OCR) accuracy between traditional OCR models and Vision Language Models (VLMs). It emphasizes the potential of VLMs, such as GPT-4o and Gemini 2.0,…

  • Hacker News: Why LLMs still suck at OCR

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    Kurt Seifried
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    Source URL: https://www.runpulse.com/blog/why-llms-suck-at-ocr Source: Hacker News Title: Why LLMs still suck at OCR Feedly Summary: Comments AI Summary and Description: Yes Summary: The text explores the challenges faced when using Large Language Models (LLMs) for tasks like Optical Character Recognition (OCR) and complex data extraction, emphasizing their limitations in processing intricate document layouts and the…

  • Hacker News: Nvidia-Ingest: Multi-modal data extraction

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    Kurt Seifried
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    Source URL: https://github.com/NVIDIA/nv-ingest Source: Hacker News Title: Nvidia-Ingest: Multi-modal data extraction Feedly Summary: Comments AI Summary and Description: Yes Summary: The NVIDIA-Ingest microservice represents a significant advancement in multi-modal document data extraction, crucial for leveraging generative AI and machine learning applications. By effectively contextualizing and extracting diverse content types from documents, it offers enhanced performance…

  • Hacker News: OmniAI (YC W24) Hiring Engineers to Build Open Source Document Extraction

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    Kurt Seifried
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    Source URL: https://www.ycombinator.com/companies/omniai/jobs/LG5jeP2-full-stack-engineer Source: Hacker News Title: OmniAI (YC W24) Hiring Engineers to Build Open Source Document Extraction Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the engineering roles at Omni, focused on building advanced OCR and document extraction technologies, highlighting the challenges of working with LLMs and integrating various tech…

  • Hacker News: Kotaemon: An open-source RAG-based tool for chatting with your documents

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    system automation
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    Source URL: https://github.com/Cinnamon/kotaemon Source: Hacker News Title: Kotaemon: An open-source RAG-based tool for chatting with your documents Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text details the functionalities and features of the `kotaemon` project, which is a tool designed for building RAG (Retrieve and Generate) pipelines focused on document Question Answering…

  • AWS News Blog: Introducing new PartyRock capabilities and free daily usage

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    system automation
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    Source URL: https://aws.amazon.com/blogs/aws/introducing-new-partyrock-capabilities-and-free-daily-usage/ Source: AWS News Blog Title: Introducing new PartyRock capabilities and free daily usage Feedly Summary: Unleash your creativity with PartyRock’s new AI capabilities: generate images, analyze visuals, search hundreds of thousands of apps, and process multiple docs simultaneously – no coding required. AI Summary and Description: Yes Summary: The text discusses the…