14 best Python Document Database libraries in 2025
by marketing.admin@openweaver.com 
Updated: Feb 12, 2023
Guide Kit
Python Document Database libraries are Python libraries that are used to store documents or data. They can be used to create a database which can be accessed using SQL queries. The Python Document Database libraries are used to store and retrieve data. ipython is a powerful Python library for building rich interactive documents with live code execution, inline plots and other advanced features for exploratory analysis and visualization. deepgraph is an open source Python library for graph databases based on Neo4j. deepgraph provides an easy-to-use interface. Developers tend to use some of the following open source Python Document Database libraries
ipythonby ipython
15842 Version:7.18.1Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
ipythonby ipython
Python 15842 Version:7.18.1 License: Permissive (BSD-3-Clause)
pdftabextractby WZBSocialScienceCenter
2059 Version:CurrentA set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.
pdftabextractby WZBSocialScienceCenter
Python 2059 Version:Current License: Permissive (Apache-2.0)
AI-metricsby AI-metrics
406 Version:CurrentAn open source project to document AI progress through data.
AI-metricsby AI-metrics
Python 406 Version:Current License: Others (Non-SPDX)
memoriousby alephdata
290 Version:CurrentLightweight web scraping toolkit for documents and structured data.
memoriousby alephdata
Python 290 Version:Current License: Permissive (MIT)
deepgraphby deepgraph
237 Version:v0.2.3Analyze Data with Pandas-based Networks. Documentation:
deepgraphby deepgraph
Python 237 Version:v0.2.3 License: Others (Non-SPDX)
proofby wireservice
224 Version:CurrentA Python library for creating fast, repeatable and self-documenting data analysis pipelines.
proofby wireservice
Python 224 Version:Current License: Permissive (MIT)
ScribusGeneratorby berteh
172 Version:3.0Create beautiful documents with data. Open source pdf (and Scribus) template and mail-merge alternative.
ScribusGeneratorby berteh
Python 172 Version:3.0 License: Permissive (MIT)
open-semantic-etlby opensemanticsearch
232 Version:CurrentPython based Open Source ETL tools for file crawling, document processing (text extraction, OCR), content analysis (Entity Extraction & Named Entity Recognition) & data enrichment (annotation) pipelines & ingestor to Solr or Elastic search index & linked data graph database
open-semantic-etlby opensemanticsearch
Python 232 Version:Current License: Strong Copyleft (GPL-3.0)
aptosby pennsignals
144 Version:Current:sunny: A tool for validating data using JSON Schema and converting JSON Schema documents into different data-interchange formats
aptosby pennsignals
Python 144 Version:Current License: Permissive (Apache-2.0)
metaframeby rsyi
117 Version:v0.0.0a32⚡ CLI data documentation tool & catalog.
metaframeby rsyi
Python 117 Version:v0.0.0a32 License: Strong Copyleft (GPL-3.0)
standardby open-contracting
122 Version:CurrentDocumentation of the Open Contracting Data Standard (OCDS)
standardby open-contracting
Python 122 Version:Current License: Others (Non-SPDX)
amazon-documentdb-toolsby awslabs
98 Version:CurrentTools for use with the Amazon DocumentDB managed document database service.
amazon-documentdb-toolsby awslabs
Python 98 Version:Current License: Permissive (Apache-2.0)
tq-dockie-dbby farooq-teqniqly
1 Version:1.0A very simple document database.
tq-dockie-dbby farooq-teqniqly
Python 1 Version:1.0 License: Permissive (MIT)