Microservice Libraries

29 Components & Libraries

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Microservice Libraries

☁️ Build multimodal AI applications with cloud-native stack

Jina provides a smooth Pythonic experience for serving ML models transitioning from local deployment to advanced orchestration frameworks like Docker-Compose, Kubernetes, or Jina AI Cloud. Jina makes…

The no-magic web data plane API and microservices framework for Python developers, with a focus on reliability, correctness, and performance at scale.

When it comes to building HTTP APIs, other frameworks weigh you down with tons of dependencies and unnecessary abstractions. Falcon cuts to the chase with a clean design that embraces HTTP and the RE…

Connexion is a modern Python web framework that makes spec-first and api-first development easy.

It works either standalone, or in combination with any ASGI or WSGI-compatible framework! Sponsors help us dedicate time to maintain Connexion. Want to help? With Connexion, you write the spec first.…

A familiar HTTP Service Framework for Python.

This gets you a ASGI app, with a production static files server pre-installed, jinja2 templating (without additional imports), and a production webserver based on uvloop, serving up requests with gzi…

A familiar HTTP Service Framework for Python.

🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.

Instantly turn your Python functions into production-ready microservices. Deploy and access your services via HTTP API or interactive UI. Seamlessly export your services into portable, shareable, and…

Machine Learning Platform and Recommendation Engine built on Kubernetes

Seldon Server is a machine learning platform that helps your data science team deploy models into production. Seldon supports models built with TensorFlow, Keras, Vowpal Wabbit, XGBoost, Gensim and a…

:snake: Trigger Happy - The bus :bus: for your internet services

Automate the exchanges of the data between the applications and services you use on the web. Make Twitter talk to Mastodon, make Github talk to Mattermost, store your favorite tweets by creating note…

The web framework for building LLM microservices

Lanarky provides a powerful abstraction layer to allow developers to build simple LLM microservices in just a few lines of code.

Modest and essential collection of software engineering practices.

Fully Python async FastAPI project! 🚀

The full stack of this project is composed by: After installing the above, you should be able to run the following: I've seen a lot of projects and tutorials using FastAPI. Which is awesome, and it m…

Learn to build your own microservice using Python and FastAPI

Repository for Project Insight: NLP as a Service

The downstream NLP tasks covered: News Classification Entity Recognition Sentiment Analysis Summarization The user can select different models from the drop down to run the inference. The users can a…

🚀 A Simple API Gateway for Building Security and Flexible Microservices.

fomalhaut is an api gateway acts as the frontend and api router for numerous backend json api servers. This project is still in development, api may change anytime. If you want to use it, fix what yo…

Library of utils to create REST Python Microservices

Type-safe, composable microservices for data analytics

Thanks! NStack is a compute platform that is ideal for data analytics because it makes integrating data, publishing code, and connecting it all together really simple. You can turn disparate data-sou…

Discover the power of AWS Chalice, the ultimate framework for crafting seamless Python serverless applications. With Chalice, you can effortlessly build and manage HTTPS APIs, create web apps using popular front-end toolkits, and serve as the backend for cross-platform desktop and mobile apps developed with Qt for Python.

Unleash the full potential of serverless development with AWS Chalice - the premier Python library for building incredible applications with ease. With AWS Chalice, you can seamlessly manage your AWS…

Modest and essential collection of software engineering practices.

💻 Microservice lib designed to ease service building using Python and asyncio, with ready to use support for HTTP + WS, AWS SNS+SQS, RabbitMQ / AMQP, middlewares, envelopes, logging, lifecycles. Extend to GraphQL, protobuf, etc.

Includes ready implementations to support handlers built for HTTP requests, websockets, AWS SNS+SQS and RabbitMQ / AMQP for 🚀 event based messaging, 🔗 intra-service communication and 🐶 watchdog handl…

Doge is a high-performance, Python based, open source RPC framework

基于Bottle实现的json rpc gateway 启动Gunicorn Apache License, Version 2.0

rpc framework built on grpc

Hands-on Microservices with Python [ video], published by Packt

Author: Peter Fisher This course covers microservice fundamentals and advanced topics with a hands-on demonstration of how to implement microservices using real-world examples. Learn how to design an…

The Logistics Wizard is an end-to-end, smart supply chain management solution that showcases how to execute hybrid cloud, microservices, and predictive data analytics in the real world.

Logistics Wizard reimagines supply chain operations through a cloud-native architecture and services. One key scenario demonstrates how a supply chain can be made more agile during significant weathe…

Get your MLOps (Level 1) platform started and going fast.

Cloud agnostic tech stack for starting an MLOps platform (Level 1) "We'll build a pipeline - after we deploy the model." Clone the project Change directories into the repo Run database migrations and…

Example to implement machine learning microservice with gRPC and Docker in Python

This is an example to service machine larning as a microservice in python. The model predicts iris species by given sepal length, sepal width, petal length and petal width. Before running the predict…

A template for a FastAPI based Serverless Framework microservice running on AWS Lambda

This template supports being run: You're going to need a couple of prerequisites: To find the version of your Python installation run: First, fork this repo: If you wish to rename your fork, do it no…

Learn to create & deploy a deep learning algorithm into a production REST API microservice using Python, Keras, FastAPI, & NoSQL.

Learn to create & deploy a deep learning algorithm into a production REST API using Python, Keras, FastAPI, & NoSQL.

BlueNimble is a Hybrid Serverless Platform focusing on developer productivity and application portability. Create and run scalable APIs and applications without coding or by coding less. Focus on application business logic without any knowledge of the underlying microservices architecture.

BlueNimble is a Hybrid Serverless Platform focusing on developer productivity and application portability. Create and run scalable APIs and applications without coding or by coding less. Focus on app…