Document Intelligence Extraction ML Frameworks

Tools for extracting, analyzing, and structuring data from documents (PDFs, images, administrative files) using OCR, deep learning, and NLP. Includes document management, parsing, and information retrieval. Does NOT include general document conversion, presentation generation, or book production/typesetting.

There are 79 document intelligence extraction frameworks tracked. 3 score above 50 (established tier). The highest-rated is paperless-ngx/paperless-ngx at 66/100 with 37,318 stars. 1 of the top 10 are actively maintained.

Get all 79 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=document-intelligence-extraction&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	paperless-ngx/paperless-ngx A community-supported supercharged document management system: scan, index...	66	Established	37,318	Python
2	GoogleCloudPlatform/document-ai-samples Sample applications and demos for Document AI, the end-to-end document...	60	Established	310	Jupyter Notebook
3	aws-solutions/document-understanding-solution Example of integrating & using Amazon Textract, Amazon Comprehend, Amazon...	50	Established	234	JavaScript
4	naiveHobo/InvoiceNet Deep neural network to extract intelligent information from invoice documents.	49	Emerging	2,683	Python
5	aphp/edspdf EDS-PDF is a generic, pure-Python framework for text extraction from PDF...	45	Emerging	62	Python
6	jonaswinkler/paperless-ng A supercharged version of paperless: scan, index and archive all your...	44	Emerging	5,416	Python
7	jennis0/burdoc Advanced PDF parsing for python	44	Emerging	12	HTML
8	ptmrio/autorename-pdf autorename-pdf is a highly efficient tool designed to automatically rename...	44	Emerging	72	Python
9	vladzima/neuronaming-dev Open-source: AI powered business names generator. Proof of concept.	42	Emerging	6	JavaScript
10	StabRise/ScaleDP ScaleDP is an Open-Source extension of Apache Spark for Document Processing	42	Emerging	18	Python
11	AkshayG999/MistralOCR---AI-Powered-Document-Extraction MistralOCR is an open-source application that transforms documents into...	40	Emerging	10	Python
12	study-assist/browser-extension A tool to help you organise your bookmarks intelligently	40	Emerging	19	JavaScript
13	MSUSAzureAccelerators/Intelligent-Document-Processing-Accelerator Showcase Azure platform’s machine learning capability to recognize document...	39	Emerging	24	CSS
14	Unstructured-IO/community Open source libraries and APIs to build custom preprocessing pipelines for...	39	Emerging	29	—
15	HT0710/Receipt-Information-Extraction Receipt-Information-Extraction	39	Emerging	19	Python
16	adhorn/poliko Demo web applications that use AWS Artificial Intelligence services ...	33	Emerging	37	JavaScript
17	akshata29/digitalclaims Microsoft Insurance Claims Automation, powered by AI, handles claim...	33	Emerging	8	Bicep
18	FzS92/smart-pdf-highlighter Automatically identify and highlight key content within PDF files using...	31	Emerging	24	Python
19	shubhigupta991/PaperTxT We plan to create an AI which has analytical reading and answering...	31	Emerging	4	JavaScript
20	aldawsarir/Vortex AI-powered visual search and document understanding system that transforms...	30	Emerging	5	HTML
21	lucasjvds/Scanipy Scanipy stands for "scan it with Python"—it's your smart Python library for...	30	Emerging	19	Python
22	ShaunakSen/AI-for-Web-Accessibility This is the GitHub repository for my Masters dissertation titled: Artificial...	28	Experimental	11	Jupyter Notebook
23	Uli-Z/autoPDFtagger autoPDFtagger is a Python tool designed for efficient home-office...	28	Experimental	19	Python
24	Yashsonaar/LayoutLMv3-Fine-Tuning Welcome to the LayoutLMv3 Fine-Tuning project! 🚀 This project focuses on...	27	Experimental	12	Python
25	shawnacontrary24/DocStripper 🧹 Clean up your documents with DocStripper, the AI-powered tool that removes...	27	Experimental	1	Python
26	ypratap11/invoice-processing-ai AI-powered invoice processing system using Google Document AI - Automated AP...	27	Experimental	6	Python
27	butlerlabs/docai DocAI helps developers quickly build document, image and text processing...	26	Experimental	21	Python
28	hrushikesh009/TensorFlow-OCR-Invoice-Extractor A TensorFlow OCR solution,Leveraging advanced object detection models like...	25	Experimental	4	Jupyter Notebook
29	dev-luckymhz/AIVisionText-invoice-OCR-typescript AIVisionText is an advanced document analysis platform that harnesses the...	25	Experimental	6	TypeScript
30	halilxibrahim/ai-logo-generator-webapp AI Logo generator Web App	23	Experimental	3	JavaScript
31	danielbusnz-lgtm/inkvault AI-powered document processing pipeline with Claude, FastAPI, and AWS	23	Experimental	1	Python
32	shreastharaj/PasteClip Manage and access your macOS clipboard history with PasteClip, a lightweight...	22	Experimental	—	Swift
33	MukundaKatta/SketchFlow Wireframe-to-code converter — generate HTML/CSS from structured component...	22	Experimental	—	TypeScript
34	Bharathyalagi/OCR-Document-parser Smart OCR application built with Tesseract and Streamlit that extracts...	22	Experimental	4	Python
35	JuanCS-Dev/typecraft AI-Powered Book Production Engine - Transform manuscripts into...	22	Experimental	3	JavaScript
36	Outofplace-tobacconist674/deeplens Analyze EVM blockchain data on-chain to provide clear intelligence and...	22	Experimental	—	TypeScript
37	MukundaKatta/ClipBoard Clipboard history manager — smart snippets with search, tagging, content...	22	Experimental	—	Python
38	rogue-agent1/htmlstrip htmlstrip - Strip HTML tags and extract text content	22	Experimental	—	Python
39	Biellgrimm/itbaa 📄 Convert HTML to high-quality PDF with Itbaa, supporting vector output,...	22	Experimental	—	Shell
40	Mato989086/AI-INVOICE-OCR-ENGINE 🤖 Streamline invoice processing with this AI-powered OCR engine for accurate...	22	Experimental	—	Python
41	sangpham06112004/ScanForge 🛠️ Simplify and automate code scanning to enhance security and streamline...	22	Experimental	1	—
42	Bilal-03/invoice-extraction AI-powered invoice data extraction using Computer Vision and NLP. Automates...	22	Experimental	1	HTML
43	cstroie/DocMindAI A comprehensive PHP-based AI toolkit for intelligent document processing and...	21	Experimental	—	JavaScript
44	Deathfrosthacker/Accessibility-Text-Enhancer ✨ Enhance web accessibility in real-time with this browser extension that...	21	Experimental	—	JavaScript
45	itssharmaXD/numbers-le 🔢 Extract numbers swiftly from JSON, YAML, CSV, TOML, INI, and ENV files at...	21	Experimental	—	TypeScript
46	NhanPhamThanh-IT/Scan-PDF-Paper Advanced document analysis platform that extracts text from PDF, DOCX, and...	21	Experimental	15	Python
47	conditionedstimulus/DocumentClassifier FastAPI application for document classification using a multimodal LayoutLM...	21	Experimental	12	Jupyter Notebook
48	reisel-g/doc2dataset 📄 Ingest documents into structured datasets for LLMs, ensuring numeric...	21	Experimental	—	Rust
49	Aid-On/templex Template Extractor - Extract abstract templates and document structures from...	21	Experimental	—	TypeScript
50	amr122deqw/google-form-history 📝 Track your Google Form responses easily with this Chrome extension,...	21	Experimental	—	TypeScript
51	6825972/a11y-tw-audit-skill Audit Taiwan websites for accessibility issues using WCAG 2.2 AA and local...	21	Experimental	—	—
52	sjvrensburg/railreader2 Desktop PDF viewer optimised for high magnification viewing.	21	Experimental	—	C#
53	graceytl/ai-receipt-data-extraction AI & ML research project for automatic product extraction, classification,...	21	Experimental	1	Jupyter Notebook
54	onify/blueprint-aws-textract-pdf-to-form Onify Blueprint: Amazon AWS Textract - PDF to form example	20	Experimental	6	JavaScript
55	ICan-js/ICan.js Biblioteca para adição de mais acessibilidade em páginas da web através de...	19	Experimental	3	JavaScript
56	ChanMeng666/emoji-story-generator 【Sprinkle some star dust on this repo!⭐️】An interactive web application that...	18	Experimental	1	Python
57	man2k/AI-PDFReader AI PDF Reader	16	Experimental	1	JavaScript
58	sarawagh27/smart-ai-file-organizer AI-powered file organizer that automatically classifies and moves PDF, DOCX,...	14	Experimental	—	Python
59	Komorebirumu/awe-ms-20260326-1002-00 AI Personalized Children's Stories & Images	14	Experimental	—	—
60	ruban-ai/deep-learning-accessibility-audit Deep learning system for automated accessibility analysis of digital content...	14	Experimental	—	—
61	FajarSangTrader/text-feature-span-extractor 📄 Extract features from invoices using a robust text-layer span extractor....	14	Experimental	—	Python
62	anuja024/AI-ddr-report-generator AI-powered system that generates automated Defect Detection Reports (DDR)...	14	Experimental	—	Python
63	Zakwani123/rihal-docfusion Receipt extraction and anomaly detection pipeline — OCR, Random Forest, Streamlit UI	14	Experimental	—	Jupyter Notebook
64	Garendra/qwen3-2b-ocr-app 🖼️ Extract text from PDF documents using Qwen3-2B-VL with a Docker setup and...	14	Experimental	—	Python
65	Stravinskyopticalglass907/papertrail Extract key insights from PDFs page by page with AI-powered summaries and...	14	Experimental	—	JavaScript
66	angelpro17/Media-AI-Processor Media-AI-Processor is a scalable media processing engine built with FastAPI...	13	Experimental	—	TypeScript
67	Avielzi/ScanMaster-AI ScanMaster AI	13	Experimental	—	TypeScript
68	Traviseric/parallel-book-generation Parallel AI Book Generation Architecture - Generate complete books in under...	13	Experimental	—	Python
69	THILLAINATARAJAN-B/Maptizer Geo-AI platform for real-time location intelligence, business viability, and...	13	Experimental	—	JavaScript
70	BluShooz/nauknauk-clone AI-powered platform that transforms toy/figure photos into animated videos....	13	Experimental	—	TypeScript
71	Muhib-Hasan/invoice-processor 📄 Process Vietnam e-invoices seamlessly with multi-format support and a...	13	Experimental	—	Go
72	ayamekni/AdminDoc-X AdminDoc-X is an AI-powered document intelligence platform for extracting,...	12	Experimental	1	TypeScript
73	abishekmuthian/dsc-automation Automate disability support committee in universities.	12	Experimental	1	JavaScript
74	shubham001official/lenscorp 🚀 Cutting-edge AI services for businesses: biometrics 👤, image analysis 📸,...	11	Experimental	—	JavaScript
75	mariogarcia-ar/Document-Digitization Document Digitization	11	Experimental	—	JavaScript
76	theoliverlear/AI-Baby-Name-Generator A service using artificial intelligence to provide the world with a new era of names.	11	Experimental	—	HTML
77	rahmansahinler1/vector_similarity_search An intuitive work for vector similarity search with Faiss on sentence embeddings.	11	Experimental	—	Jupyter Notebook
78	IbrahimBaAta/bioLens Deep Learning enthusiast passionate about computer vision and AI-driven...	11	Experimental	—	Python
79	Specii/Genetexium Genetexium API empowers developers with AI-driven tools for content...	11	Experimental	—	Python

Comparisons in this category

paperless-ngx and paperless-ng (66 vs 44)