MongoDB

Python driver for MongoDB <http://www.mongodb.org>

The `db-contrib-tool` - MongoDB's tool for contributors.

A database migration tool for MongoDB

A data layer for mongodb

Fake pymongo stub for testing simple MongoDB-dependent code

Non-blocking MongoDB driver for Tornado or asyncio

An integration package connecting MongoDB and LangChain

A persistent cache for python requests

MONGODB-AWS authentication support for PyMongo

MongoEngine is a Python Object-Document Mapper for working with MongoDB.

A Python module for managing fund time series data using MongoDB

Proxy around MongoDB connection that automatically handles AutoReconnect exceptions.

An integration of MongoDB Atlas with Haystack

A slim library which leverages Pydantic to reliably collect type enforced metrics and store them to MongoDB.

GDB pretty printers and commands for debugging the MongoDB Server

pytest plugin for MongoDB fixtures

mongodb ORM for django framework

A Pulumi package for creating and managing mongodbatlas cloud resources.

Tencent Cloud Mongodb SDK for Python

llama-index kvstore mongodb integration

llama-index docstore mongodb integration

llama-index vector_stores mongodb integration

MongoDB component of testcontainers-python.

Python API to the MongoDB Atlas REST Interface

MongoDB-ODM, NOSQL databases in Python, designed for simplicity, compatibility, and robustness.

Asynchronous Python ODM for MongoDB

llama-index index_store mongodb integration

Library with a MongoDB implementation of LangGraph checkpoint saver.

Upload MongoDB

Pythonic wrapper around pymongo that can act as a drop-in replacement for dataset

mongodbshell is a class that makes it easy to use MongoDB in the python shell

Python bindings for libmongocrypt

Mongo Database utility library for Robot Framework

Library for mocking AsyncIOMotorClient built on top of mongomock.

MongoDB Atlas Admin API SDK

Helper Microservice when a MongoDB Cloud instance is required

A tool to export MongoDB collections to JSON or CSV files

A package for mongodb server

Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.

An implementation of django forms using mongoengine.

Demo library

huey MongoDB backend

Mongodb support for applauncher

MongoDB RDG - Random data generator for MongoDB

Tools for using NumPy, Pandas, Polars, and PyArrow with MongoDB

mongo_excel_operations.py is a Python utility module designed to facilitate seamless operations between MongoDB and Excel files. This module provides functions to import data from Excel files into MongoDB collections, export data from MongoDB collections into Excel files, read files (CSV or Excel) into Pandas DataFrames with proper data type handling, and manage MongoDB indexes on collections.

A python key-value MongoDB database