Showing 4587 open source projects for "simple"

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    Build Agents and Models on One Platform

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  • 1
    Raglite

    Raglite

    RAGLite is a Python toolkit for Retrieval-Augmented Generation

    Raglite is a lightweight framework for building Retrieval-Augmented Generation (RAG) pipelines with minimal configuration. It connects large language models to vector databases for context-aware responses, enabling developers to prototype and deploy RAG systems quickly. Raglite focuses on simplicity and modularity for fast experimentation.
    Downloads: 1 This Week
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  • 2
    Opsdroid

    Opsdroid

    An open source chat-ops bot framework

    Designed to take messages from chat services and execute Python functions (skills) based on their contents. Connector modules transfer messages between opsdroid and a particular chat service. Database modules allow opsdroid to persist information in a database of your choice. Parsers/Matchers modules gather the meaning of what was said and match a skill. Skills are what make opsdroid tick. They define how opsdroid should respond and what actions to take.
    Downloads: 1 This Week
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  • 3
    i18n Next Translate

    i18n Next Translate

    Next.js plugin + i18n API for Next.js, load page translations

    Next.js plugin + i18n API for Next.js. Load page translations and use them in an easy way. The main goal of this library is to keep the translations as simple as possible in a Next.js environment. Next-translate has two parts: Next.js plugin + i18n API.
    Downloads: 1 This Week
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  • 4
    Laravel Dusk

    Laravel Dusk

    Laravel Dusk provides simple end-to-end testing and browser automation

    Laravel Dusk provides an expressive, easy-to-use browser automation and testing API. By default, Dusk does not require you to install JDK or Selenium on your machine. Instead, Dusk uses a standalone Chromedriver. However, you are free to utilize any other Selenium driver you wish.
    Downloads: 1 This Week
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  • $300 Free Credits to Build on Google Cloud Icon
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  • 5
    Google Cloud Platform Go Samples

    Google Cloud Platform Go Samples

    Sample apps and code written for Google Cloud

    ...Each sample is designed to be easily reusable, allowing developers to copy code directly into their own projects as a starting point for development. The repository includes both simple quickstart examples and more advanced application patterns, often accompanied by documentation guides that explain how to deploy and run them in different environments. It also showcases integrations with services such as Pub/Sub, BigQuery, Cloud Functions, and Vertex AI, helping developers understand how to orchestrate distributed systems in Go.
    Downloads: 0 This Week
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  • 6
    Public Image Mirror

    Public Image Mirror

    Many images are hosted overseas, such as GCR

    ...This project solves the problem by offering mirrored registries with consistent image hashes and real-time synchronization. It uses a lazy-loading mechanism, caching image layers in third-party object storage, ensuring that frequently used images are delivered faster. The system is simple to use, requiring only a prefix replacement to pull images from the mirror instead of the original registry. By reducing latency and improving reliability, the service supports developers in accelerating Kubernetes, Docker, Containerd, and AI model image downloads in production environments.
    Downloads: 0 This Week
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  • 7
    Pundit

    Pundit

    Minimal authorization through OO design and pure Ruby classes

    Pundit (varvet/pundit) is a Ruby gem that provides a simple and effective framework for adding authorization logic to Rails (or other Ruby) applications. It centers around policy classes—one policy per model or resource—that define what actions a given user is permitted to perform (e.g., show?, update?, destroy?). Each policy method returns a boolean, and can be structured using combinators or shared logic to keep things DRY.
    Downloads: 0 This Week
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  • 8
    Laravel Sanctum

    Laravel Sanctum

    Laravel Sanctum provides a featherweight authentication system

    ...First, Sanctum is a simple package you may use to issue API tokens to your users without the complication of OAuth. This feature is inspired by GitHub and other applications that issue "personal access tokens". For example, imagine the "account settings" of your application has a screen where a user may generate an API token for their account. You may use Sanctum to generate and manage those tokens.
    Downloads: 0 This Week
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  • 9
    Jekyll Picture Tag

    Jekyll Picture Tag

    Easy responsive images for Jekyll

    ...If you've been learning Ruby and you want to move beyond tutorials and throwaway projects, I'd love to hear from you. I'd be happy to help you gain experience and credibility, if you're willing to help me maintain this project! It's simple to throw a photo on a page and call it a day, but doing justice to users on all different browsers and devices is tedious and tricky. Tedious, tricky things should be automated. Jekyll Picture Tag automatically builds cropped, resized, and reformatted images, builds several kinds of markup, offers extensive configuration while requiring none, and solves both the art direction and resolution switching problems with a little YAML configuration and a simple template tag.
    Downloads: 0 This Week
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    MongoDB Atlas runs apps anywhere

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  • 10
    Lettuce

    Lettuce

    Advanced Java Redis client for thread-safe sync, async, etc.

    ...Low-latency communication, backpressure-enabled network engine for NIO TCP, epoll TCP and Unix Domain Sockets. Reactive Streaming is fully supported. Lettuce comes with an API that gets you started quickly. Its simple yet powerful programming model allows you for trivial use-cases as well as for chained asynchronous flows. Redis Standalone, Master/Slave, Redis Sentinel and Redis Cluster. Lettuce connects with all operational models natively supported by Redis. Partition-tolerance, Read Slaves and Transport-Level-Security provide the required foundation for highly scalable applications.
    Downloads: 0 This Week
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  • 11
    Union Pandera

    Union Pandera

    Light-weight, flexible, expressive statistical data testing library

    The open-source framework for precision data testing for data scientists and ML engineers. Pandera provides a simple, flexible, and extensible data-testing framework for validating not only your data but also the functions that produce them. A simple, zero-configuration data testing framework for data scientists and ML engineers seeking correctness. Access a comprehensive suite of built-in tests, or easily create your own validation rules for your specific use cases.
    Downloads: 0 This Week
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  • 12
    goenv

    goenv

    Like pyenv and rbenv, but for Go

    goenv aims to be as simple as possible and follow the already established successful version management model of pyenv and rbenv. This project was cloned from pyenv and modified for Go. goenv does let you change the global Go version on a per-user basis. Provide support for per-project Go versions. Allow you to override the Go version with an environment variable.
    Downloads: 0 This Week
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  • 13
    Buffalo

    Buffalo

    Rapid Web Development w/ Go

    ...Deep integration with pop provides a simple way to handle databases and common-related tasks. Supported databases: MySQL/MariaDB, PostgreSQL, CockroachDB, SQLite.
    Downloads: 0 This Week
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  • 14
    go-zero

    go-zero

    A cloud-native Go microservices framework with cli tool

    ...selected=go-zero) is a web and rpc framework with lots of builtin engineering practices. It’s born to ensure the stability of busy services with resilience design and has been serving sites with tens of millions of users for years. go-zero contains simple API description syntax and code generation tool called goctl. You can generate Go, iOS, Android, Kotlin, Dart, TypeScript, JavaScript from .api files with goctl. builtin chained timeout control, concurrency control, rate limit, adaptive circuit breaker, adaptive load shedding, even no configuration needed.
    Downloads: 0 This Week
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  • 15
    Bamboo

    Bamboo

    Testable, composable, and adapter based Elixir email library

    ...Unit test with ease. Bamboo separates email creation and email delivery allowing you to test by asserting against email fields without the need for special functions. Dead-simple integration tests. Bamboo provides helper functions to make integration testing easy and robust.
    Downloads: 0 This Week
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  • 16
    NoneBot

    NoneBot

    Asynchronous multi-platform robot framework written in Python

    ...Plug-in development, modular management. Supports multiple platforms and multiple incident response methods. Asynchronous priority development to improve operational efficiency. Simple and clear dependency injection system, built-in dependency functions reduce user code. NoneBot2 is a modern, cross-platform, and extensible Python chatbot framework. It is based on Python's type annotations and asynchronous features, and can provide convenient and flexible support for your needs. NoneBot2 is written based on Python asyncio , and has a certain degree of synchronous function compatibility based on the asynchronous mechanism. ...
    Downloads: 0 This Week
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  • 17
    Middy

    Middy

    The stylish Node.js middleware engine for AWS Lambda

    Middy is a very simple middleware engine that allows you to simplify your AWS Lambda code when using Node.js. If you have used web frameworks like Express, then you will be familiar with the concepts adopted in Middy and you will be able to get started very quickly. A middleware engine allows you to focus on the strict business logic of your Lambda and then attach additional common elements like authentication, authorization, validation, serialization, etc. in a modular and reusable way by decorating the main business logic. ...
    Downloads: 0 This Week
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  • 18
    The Falcon Web Framework

    The Falcon Web Framework

    The no-nonsense REST API and microservices framework

    ...Snappy testing with WSGI/ASGI helpers and mocks. CPython 3.5+ and PyPy 3.5+ support. No reliance on magic globals for routing and state management. Stable interfaces with an emphasis on backward compatibility. Simple API modeling through centralized RESTful routing. Highly-optimized, extensible code base.
    Downloads: 0 This Week
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  • 19
    Daux.io

    Daux.io

    Documentation generator that uses a simple folder structure

    Daux.io is a documentation generator that uses a simple folder structure and Markdown files to create custom documentation on the fly. It helps you create great-looking documentation in a developer-friendly way. 100% mobile responsive, CommonMark compliant (a Markdown specification), supports markdown tables, auto-created homepage/landing page. Auto syntax highlighting, auto-generated navigation, 4 built-In themes or roll your own, functional, flat design style.
    Downloads: 0 This Week
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  • 20
    Doctrine Common

    Doctrine Common

    A library that provides extensions to core PHP functionality

    ...It can quickly become a pain to understand what is going on when using multiple libraries and/or frameworks, each with its own way to do class loading. Class loading should be simple and it is an ideal candidate for convention over configuration. The Doctrine Common ClassLoader implements a simple and efficient approach to class loading that is easy to understand and use. The implementation is based on the widely used and accepted convention of mapping namespace and class names to a directory structure.
    Downloads: 0 This Week
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  • 21
    Deployer

    Deployer

    Deployment tool with support for popular frameworks out of the box

    ...By default deployer keeps the last 5 releases, but you can increase this number by modifying the associated parameter. You may want to run some task before/after other tasks. Configuring that is really simple! Defining a host in Deployer is necessary to deploy your application. It can be a remote machine, a local machine or Amazon EC2 instances. Each host contains a hostname, a stage, one or more roles and configuration parameters.
    Downloads: 0 This Week
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  • 22
    OpenCLI

    OpenCLI

    Make Any Website & Tool Your CLI

    ...The project abstracts away much of the complexity typically associated with CLI development, enabling developers to focus on business logic rather than low-level parsing and configuration. It is designed to be flexible enough to support a wide range of use cases, from simple scripts to complex multi-command applications. OpenCLI also emphasizes usability and developer experience by offering intuitive command structures and easy extensibility. Its architecture supports integration with external services and tools, making it suitable for automation pipelines.
    Downloads: 3 This Week
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  • 23
    Sidekick

    Sidekick

    Bare metal to production ready in mins; your own fly server

    Sidekick is an open-source assistant application built to act as a specialized productivity companion, integrating AI capabilities into daily workflows like note-taking, task management, and contextual knowledge lookup. It provides a responsive interface where users can interact with AI to draft content, ask questions about projects, summarize lengthy text, and generate ideas or outlines, effectively serving as an intelligent extension of traditional productivity tools. Sidekick also...
    Downloads: 3 This Week
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  • 24
    zag

    zag

    Finite state machines for building accessible design systems and UI

    A collection of framework-agnostic UI components patterns like an accordion, menu, and dialog that can be used to build design systems for React, Vue, and Solid.js. Simple, resilient component logic. Write component logic once and use it anywhere. Built-in adapters that connect machine output to DOM semantics in a WAI-ARIA-compliant way. Component logic is largely JavaScript code and can be consumed in any JS framework. Zag machine APIs are completely headless and unstyled. Use your favorite styling solution and get it matching your design system. ...
    Downloads: 3 This Week
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  • 25
    kube-state-metrics

    kube-state-metrics

    Add-on agent to generate and expose cluster-level metrics

    kube-state-metrics (KSM) is a simple service that listens to the Kubernetes API server and generates metrics about the state of the objects. (See examples in the Metrics section below.) It is not focused on the health of the individual Kubernetes components, but rather on the health of the various objects inside, such as deployments, nodes and pods. kube-state-metrics is about generating metrics from Kubernetes API objects without modification.
    Downloads: 3 This Week
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