IDP LLM ML 
JANUARY 24, 2025
Contrast that with Scope 4/5 applications, where not only do you build and secure the generative AI application yourself, but you are also responsible for fine-tuning and training the underlying large language model (LLM). LLM and LLM agent The LLM provides the core generative AI capability to the assistant.
AWS Machine Learning Blog
MARCH 20, 2025
It often requires managing multiple machine learning (ML) models, designing complex workflows, and integrating diverse data sources into production-ready formats. IDP is powering critical workflows across industries and enabling businesses to scale with speed and accuracy. billion in 2025 to USD 66.68
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AWS Machine Learning Blog
JUNE 18, 2024
This represents a major opportunity for businesses to optimize this workflow, save time and money, and improve accuracy by modernizing antiquated manual document handling with intelligent document processing (IDP) on AWS. Data summarization using large language models (LLMs). These samples demonstrate using various LLMs.
AWS Machine Learning Blog
MARCH 31, 2023
Intelligent document processing (IDP) with AWS helps automate information extraction from documents of different types and formats, quickly and with high accuracy, without the need for machine learning (ML) skills. This is where IDP on AWS comes in. These challenges are only magnified as teams deal with large document volumes.
AWS Machine Learning Blog
OCTOBER 24, 2023
Document processing has witnessed significant advancements with the advent of Intelligent Document Processing (IDP). With IDP, businesses can transform unstructured data from various document types into structured, actionable insights, dramatically enhancing efficiency and reducing manual efforts.
AWS Machine Learning Blog
APRIL 7, 2025
How prompt caching works Large language model (LLM) processing is made up of two primary stages: input token processing and output token generation. As you send more requests with the same prompt prefix, marked by the cache checkpoint, the LLM will check if the prompt prefix is already stored in the cache. Satveer Khurpa is a Sr.
ODSC - Open Data Science
OCTOBER 27, 2023
With Intelligent Document Processing (IDP) leveraging artificial intelligence (AI), the task of extracting data from large amounts of documents with differing types and structures becomes efficient and accurate. The following diagram is how we visualize these IDP phases.
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