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What is Docling?

Docling is an intuitive, standalone open-source toolkit available under the MIT license that streamlines the process of converting chaotic documents into well-structured data, thus improving subsequent document handling and AI processes. This multifunctional tool can handle a diverse range of file formats, such as PDF, DOCX, PPTX, XLSX, HTML, Markdown, AsciiDoc, CSV, images, and audio files, including those from scanned documents by utilizing any chosen OCR engine. With its ability to recognize and process a variety of elements like tables, formulas, reading sequences, bounding boxes, headers, footers, images, captions, code snippets, list items, and paragraphs, Docling significantly enhances the searchability and integration of extracted content into AI systems, retrieval-augmented generation, and agent-based applications. Additionally, it supports exporting the processed data into several formats, including JSON, plain text, Markdown, HTML, and Doctags, giving developers flexible options for their application and development workflows. By systematically organizing and managing components according to reading order, Docling effectively breaks documents into smaller, cohesive text segments, thereby optimizing the overall processing experience and making it easier for users to access the information they need. As a result, organizations leveraging Docling can dramatically improve their document management and data utilization strategies.

What is Defacta?

Defacta specializes in the verification of text produced by AI or obtained from external sources, meticulously cross-referencing this content with credible references to uncover potential issues like hallucinations, unsupported claims, fabricated citations, biases, and manipulative framing techniques. It methodically extracts key assertions from submitted materials, including URLs or AI-generated text, and then checks them against independent resources and established fact-checking databases. The detailed reports generated include findings, source metadata, risk indicators, and recommended corrective measures, all securely timestamped and hashed with SHA-256 to maintain a trustworthy audit trail. Users are granted the ability to alter the text, formulate prompts for corrections, reassess modifications, and conduct version comparisons, thereby boosting the content's accuracy. Furthermore, reports are available for export in multiple formats such as PDF, DOCX, JSON, Markdown, XLSX, and TXT, providing users with flexible options for usage. The platform supports integration through API, MCP servers, and browser extensions, positioning it as an invaluable resource for analysts, compliance teams, journalists, and enterprise AI operations where accuracy is critical. Additionally, its rich array of features ensures that users can efficiently oversee and verify the reliability of the data they manage, solidifying its role as a vital asset in maintaining content integrity.

Media

Media

No images available

Integrations Supported

Google Sheets
HTML
JSON
Markdown
Microsoft Excel
Model Context Protocol (MCP)
Python

Integrations Supported

Google Sheets
HTML
JSON
Markdown
Microsoft Excel
Model Context Protocol (MCP)
Python

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Docling

Company Location

United States

Company Website

www.docling.ai/

Company Facts

Organization Name

Defacta

Date Founded

2026

Company Location

Israel

Company Website

defacta.pro/

Categories and Features

OCR

Batch Processing
Convert to PDF
ID Scanning
Image Pre-processing
Indexing
Metadata Extraction
Multi-Language
Multiple Output Formats
Text Editor
Zone Selection Tool

Categories and Features

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