Document Processing Python Packages

llama-cloud

Python SDK for OCR and document parsing in the cloud with LlamaParse

21.3M 29 7

pdf-oxide

The fastest PDF library for Python and Rust. Text extraction, image extraction, markdown conversion, PDF creation & editing. 0.8ms mean, 5× faster than industry leaders, 100% pass rate on 3,830 PDFs. MIT/Apache-2.0.

127K 756 82

pyrhubarb

A Python framework for multi-modal document understanding with Amazon Bedrock

44K 103 14

liteparse

A fast, helpful, and open-source document parser

37K 5K 341

docling-ocr-onnxtr

OnnxTR OCR plugin for Docling

33K 20 0

template-engine-ia

Document normalization engine — learn a template from examples and convert any document automatically via LLM

12K 1 0

asset-aware-mcp

Asset-Aware MCP Server — AI Agent precisely accesses tables, figures, sections from PDFs + .docx round-trip editing (DFM) with 46 tools / 13 resources, segmentation export, layout overlay, OCR preprocessing, knowledge graph (LightRAG)

11K 0 1

pdf-mcp

MCP server that lets Claude Code and other AI agents read large PDFs without hitting context limits. Chunked reading, hybrid search, OCR, table and image extraction, SQLite cache.

7K 35 5

openocr-python

OpenOCR: An Open-Source Toolkit for General-OCR Research and Applications, integrates a unified training and evaluation benchmark, commercial-grade OCR and Document Parsing systems, and faithful reproductions of the core implementations from a wide range of academic papers.

6K 1K 127

pdf-oxide-fips

4K 756 82

docling-graph

Transform unstructured documents into validated, rich and queryable knowledge graphs.

3K 149 23

qdrant-loader-core

Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semantic search. Includes MCP server for seamless AI assistant integration.

3K 41 24

sieves

Plug-and-play document AI with zero-shot models.

3K 125 8

preocr

Fast document classification and OCR detection. Analyzes any file type to determine if OCR is needed, saving time and money on unnecessary processing.

3K 10 4

qdrant-loader

2K 41 24

qdrant-loader-mcp-server

2K 41 24

appmod-catalog-blueprints

Library of composable well-architected CDK solution blueprints for real-world use cases — AI agents, document processing, serverless applications and more. Deploy or customize on AWS in minutes.

2K 14 1

office-oxide

The fastest Office document library for Python, Rust, Go, JS/TS, C# and WASM. DOCX, XLSX, PPTX, DOC, XLS, PPT. Up to 100× faster than python-docx/openpyxl/python-pptx. 100% pass rate on valid Office files. MIT/Apache-2.0.

2K 14 1

openextract

Extract structured data from documents, images, audio, and video using LLMs

2K 16 2

dm2xcod

Extract clean, structured Markdown from DOCX for LLM and RAG contexts.

1K 5 1

pdfmark-ai

Convert PDF files to high-quality Markdown using LLM vision models

1K 1 0

flexible-graphrag-mcp

Python, LlamaIndex, LangChain, Docker Compose: 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch, Alfresco DBs. 13 data sources (9 auto-sync), KG auto-building, Ontologies, LLMs, Docling or LlamaParse doc processing, GraphRAG, RAG only, Hybrid Search, AI Chat. TypeScript React, Vue, Angular frontends, FastAPI REST backend, MCP Server.

1K 127 28

flexible-graphrag

1K 127 28

deepseek-ocr-cli

CLI tool for OCR using DeepSeek-OCR model via Ollama. Local processing with zero cloud dependencies.

971 12 2