AWS Machine Learning Blog

JANUARY 13, 2025

This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution. Enhancing the capabilities of IDP is the integration of generative AI, which harnesses large language models (LLMs) and generative techniques to understand and generate human-like text.

IDP 111

IDP Generative AI Prompt Engineering Prompt Engineer 111

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.

IDP 98

IDP LLM Large Language Models AI 98

AWS Machine Learning Blog

DECEMBER 17, 2024

Developers face significant challenges when using foundation models (FMs) to extract data from unstructured assets. This data extraction process requires carefully identifying models that meet the developers specific accuracy, cost, and feature requirements.

Automation 107

Automation IDP Generative AI Data Extraction 107

AWS Machine Learning Blog

JULY 18, 2024

Enterprise customers can unlock significant value by harnessing the power of intelligent document processing (IDP) augmented with generative AI. By infusing IDP solutions with generative AI capabilities, organizations can revolutionize their document processing workflows, achieving exceptional levels of automation and reliability.

IDP 132

IDP Generative AI Automation Data Extraction 132

AWS Machine Learning Blog

OCTOBER 23, 2024

Whether your HR department needs a Q&A workflow for employee benefits, your legal team needs a contract redlining solution, or your analysts need a research report analysis engine, Agent Creator provides the tools and flexibility to build it all. Use cases You can use the SnapLogic Agent Creator for many different use cases.

Generative AI 89

Generative AI IDP LLM Automation 89