Docling Python Packages

docling-ocr-onnxtr

OnnxTR OCR plugin for Docling

pdfmux

PDF extraction that checks its own work. #2 reading order accuracy — zero AI, zero GPU, zero cost.

docling-graph

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

versionhq

Autonomous agent networks for task automation that requires multi-step reasoning

mdify-cli

Convert PDFs and document images into structured Markdown for LLM workflows

longparser

Privacy-first document intelligence engine — parse PDFs, DOCX, PPTX, XLSX & CSV into AI-ready chunks for RAG pipelines. Includes HITL review, 3-layer memory chat, and a production FastAPI server.

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.

flexible-graphrag

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.

docling-glm-ocr

A docling plugin to integrate a remote hosted GLM-OCR OCR model into docling

cells2table

Table image parsing with cell detection models

markdrop

A Python package for converting PDFs to markdown while extracting images and tables, generate descriptive text descriptions for extracted tables/images using several LLM clients. And many more functionalities. Markdrop is available on PyPI.

aspose-cells-foss

A Python library for creating, reading, and modifying Excel files (.xlsx format)

docling-pp-doc-layout

A Docling plugin for PaddlePaddle PP-DocLayout-V3 model document layout detection.

pdf2csv

A python library and CLI tool to convert PDF files to CSV files.

aspose-cells-foss-for-python

A Python library for creating, reading, and modifying Excel files (.xlsx format)

ragpipe-lite

ragpipe-lite: unified RAG ingestion pipeline (loaders, chunking, embeddings, vector store export).

pdfstract

PDFStract - The Extraction and Chunking Layer in Your RAG Pipeline - Available as CLI - WEBUI - API

sinapsis-docling

Package to perform document conversion using Docling