Showing 14634 open source projects for "simple"

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  • MongoDB Atlas runs apps anywhere Icon
    MongoDB Atlas runs apps anywhere

    Deploy in 115+ regions with the modern database for every enterprise.

    MongoDB Atlas gives you the freedom to build and run modern applications anywhere—across AWS, Azure, and Google Cloud. With global availability in over 115 regions, Atlas lets you deploy close to your users, meet compliance needs, and scale with confidence across any geography.
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  • Host LLMs in Production With On-Demand GPUs Icon
    Host LLMs in Production With On-Demand GPUs

    NVIDIA L4 GPUs. 5-second cold starts. Scale to zero when idle.

    Deploy your model, get an endpoint, pay only for compute time. No GPU provisioning or infrastructure management required.
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  • 1
    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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  • 2
    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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  • 3
    jupyter-fs

    jupyter-fs

    A filesystem-like contents manager for multiple backends in Jupyter

    A plugin for JupyterLab that lets you set up and use as many file browsers as you like, connected to whatever local and/or remote filesystem-like resources you want. The backend is built on top of PyFilesystem, while the frontend is built on top of JupyterLab Filetree.
    Downloads: 1 This Week
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  • 4
    uWebSockets.js

    uWebSockets.js

    μWebSockets for Node.js back-ends

    µWebSockets.js is a web server bypass for Node.js that reimplements eventing, networking, encryption, web protocols, routing and pub/sub in highly optimized C++. As such, µWebSockets.js delivers web serving for Node.js, 8.5x that of Fastify and at least 10x that of Socket.IO. It is also the built-in web server of Bun.
    Downloads: 1 This Week
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  • Build Agents and Models on One Platform Icon
    Build Agents and Models on One Platform

    Everything you need to build production-ready agents and models. Access 200+ Google and third-party AI models and tools.

    Gemini Enterprise Agent Platform is Google Cloud's comprehensive platform for developers to build, scale, govern, and optimize agents and models. Choose from Google's most advanced models and third-party models like Anthropic's Claude Model Family.
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  • 5
    Scrypted

    Scrypted

    Scrypted is a high performance video integration and automation

    ...It is designed to connect and manage camera systems while providing low-latency streaming to platforms such as HomeKit, Google Home, and Alexa. The project supports many camera types and focuses on reliable video integration rather than simple device control alone. Its plugin-based architecture allows additional camera providers, integrations, and automation behavior to be developed around the core platform. Scrypted is especially useful for smart home users who want faster camera streaming, centralized camera management, and advanced recording features. It is also relevant for developers building or debugging video automation plugins.
    Downloads: 2 This Week
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  • 6
    Ruler AI

    Ruler AI

    Centralize and sync AI coding rules across tools and projects

    ...Ruler supports nested rule loading, allowing teams to define context-specific instructions for different parts of a codebase. It also manages MCP server settings, automates .gitignore updates, and provides simple commands to initialize, apply, and revert configurations. Designed for teams using multiple AI agents, it improves workflow consistency, simplifies onboarding, and ensures all assistants follow the same standards across projects.
    Downloads: 3 This Week
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  • 7
    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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  • 8
    Index

    Index

    The SOTA Open-Source Browser Agent

    ...Instead of writing detailed browser automation code, users can describe the desired task and allow the agent to interpret the page structure, interact with elements, and complete multi-step workflows automatically. The project is built to integrate easily with applications through a simple programming interface, allowing developers to embed browser automation capabilities directly into their software systems. Index can perform tasks such as navigating pages, filling forms, collecting data, and analyzing web content without requiring manual scripting for each website.
    Downloads: 0 This Week
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  • 9
    VLMEvalKit

    VLMEvalKit

    Open-source evaluation toolkit of large multi-modality models (LMMs)

    ...The toolkit provides a unified framework that allows researchers and developers to evaluate multimodal models across a wide range of datasets and standardized benchmarks with minimal setup. Instead of requiring complex data preparation pipelines or multiple repositories for each benchmark, the system enables evaluation through simple commands that automatically handle dataset loading, model inference, and metric computation. VLMEvalKit supports generation-based evaluation methods, allowing models to produce textual responses to visual inputs while measuring performance through techniques such as exact matching or language-model-assisted answer extraction.
    Downloads: 3 This Week
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  • Train ML Models With SQL You Already Know Icon
    Train ML Models With SQL You Already Know

    BigQuery automates data prep, analysis, and predictions with built-in AI assistance.

    Build and deploy ML models using familiar SQL. Automate data prep with built-in Gemini. Query 1 TB and store 10 GB free monthly.
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  • 10
    Context Engineering

    Context Engineering

    A frontier, first-principles handbook

    Context Engineering is a comprehensive, open-source project serving as a first-principles handbook for the emerging discipline of context design and optimization in AI. Moving beyond traditional prompt engineering, this repository defines and explores how to craft and provide complete context payloads — not just single prompts — to large language models so they can perform tasks more reliably and intelligently. It takes inspiration from thought leaders like Andrej Karpathy and bridges theory...
    Downloads: 3 This Week
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  • 11
    Pocket ID

    Pocket ID

    Easy-to-use OIDC provider that allows to authenticate with passkeys

    Pocket-ID is an open-source OpenID Connect (OIDC) identity provider that prioritizes passwordless authentication using modern passkeys, making secure login easier for self-hosted services. By supporting passkeys instead of traditional passwords, Pocket-ID aligns with evolving web authentication standards, letting users sign in with devices, hardware keys like YubiKey, or platform-managed credentials. It’s designed to be simpler to install and use than larger identity solutions like Keycloak...
    Downloads: 3 This Week
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  • 12
    TRIP

    TRIP

    Minimalist POI Map Tracker and Trip Planner

    TRIP is a self-hosted, minimalist trip planner and map-based tracker built for people who want a simple way to visualize points of interest and organize travel details without ads, telemetry, or account-driven tracking. At its core, it lets you create and manage POIs directly on interactive maps, turning the planning process into something spatial and visual rather than a list buried in notes. It supports multi-day trip planning with detailed itineraries, which helps you move from “pins on a map” to an actionable schedule that can actually guide a real trip. ...
    Downloads: 0 This Week
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  • 13
    MongoDB PHP Library

    MongoDB PHP Library

    The Official MongoDB PHP library

    ...Built on top of the underlying MongoDB PHP extension, the library handles serialization, connection pooling, and error handling in a way that feels natural in idiomatic PHP. It supports rich query expressions, bulk writes, change streams, transactions, and GridFS, making it suitable for everything from simple content apps to complex data processing services. The project also includes helpers for working with BSON types such as ObjectId, UTC datetime, and decimals, which helps bridge the gap between native PHP types and MongoDB’s storage model.
    Downloads: 3 This Week
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  • 14
    AudioNotes

    AudioNotes

    Extract audio and video content and organize it into a Markdown note

    ...As an open-source repository, AudioNotes provides developers or power users the opportunity to customize how audio is captured, stored, annotated, and replayed — e.g. adding playback speed control, export to standard formats, or synchronization between notes and audio timeline. It may support simple UI for starting/stopping recordings, writing or editing notes, and navigating through recorded sessions.
    Downloads: 0 This Week
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  • 15
    Vision Transformer Pytorch

    Vision Transformer Pytorch

    Implementation of Vision Transformer, a simple way to achieve SOTA

    This repository provides a from-scratch, minimalist implementation of the Vision Transformer (ViT) in PyTorch, focusing on the core architectural pieces needed for image classification. It breaks down the model into patch embedding, positional encoding, multi-head self-attention, feed-forward blocks, and a classification head so you can understand each component in isolation. The code is intentionally compact and modular, which makes it easy to tinker with hyperparameters, depth, width, and...
    Downloads: 0 This Week
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  • 16
    Rybbit

    Rybbit

    Open-source and privacy-friendly alternative to Google Analytics

    ...It focuses on a clean UI and intuitive metrics so non-analysts can answer everyday questions without wading through dozens of reports. The data model is event-driven, enabling funnels, retention views, and simple user journeys without complex configuration. Because privacy is a first-class goal, it aims to minimize personal data collection and offers a self-host path so you can keep analytics in your own infrastructure. The project ships with a lightweight snippet and a Docker-based deployment, making it quick to trial or roll out. It’s suited to indie products and teams who want actionable signals over exhaustive, high-friction dashboards.
    Downloads: 0 This Week
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  • 17
    FastbuildAI

    FastbuildAI

    An open-source AI framework for developers and entrepreneurs

    ...The codebase favors small, composable pieces—executors, routers, guards—so teams can adopt just what they need instead of buying into a monolith. It is equally comfortable running locally for development or behind a simple API for production bots and automation workflows.
    Downloads: 0 This Week
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  • 18
    Scalatra

    Scalatra

    Tiny Scala high-performance, async web framework

    Scalatra is a lightweight, high-performance micro web framework written in Scala, inspired by the Ruby framework Sinatra. Its goal is to provide a minimal but expressive foundation for building web applications or REST APIs in Scala without the verbosity or steep learning curve of larger frameworks. It supports asynchronous request handling, routing, filters, content negotiation, and easy integration with templating, JSON libraries, and other web middleware. Being unopinionated, it lets...
    Downloads: 3 This Week
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  • 19
    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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  • 20
    btrbk

    btrbk

    Tool for creating snapshots and remote backups of btrfs subvolumes

    btrbk is a snapshotting and backup tool tailored for Btrfs that automates consistent, incremental backups using btrfs send/receive. It creates atomic snapshots of subvolumes, then efficiently transfers only changed blocks to local or remote targets over SSH. A declarative configuration describes sources, targets, and retention policies (hourly/daily/weekly/monthly), and btrbk enforces pruning so backup stores don’t grow without bound. The tool supports hierarchical setups—many subvolumes to...
    Downloads: 0 This Week
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  • 21
    Oban

    Oban

    Robust job processing in Elixir, backed by modern PostgreSQL

    Oban is a robust and flexible background job processing library for Elixir, built on top of PostgreSQL and Ecto; it focuses on delivering reliability, consistency, observability, and historical insight into job execution, making it well-suited for fault-tolerant, production-grade workloads. Oban is a powerful and flexible library that can handle a wide range of background job use cases, and it is well-suited for systems of any size. It provides a simple and consistent API for scheduling and performing jobs, and it is built to be fault-tolerant and easy to monitor. Oban is fundamentally different from other background job processing tools because it retains job data for historic metrics and inspection. You can leave your application running indefinitely without worrying about jobs being lost or orphaned due to crashes.
    Downloads: 3 This Week
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  • 22
    Nerve

    Nerve

    The Simple Agent Development Kit

    Nerve is a developer-friendly Agent Development Kit (ADK) that utilizes YAML and a CLI to define, run, orchestrate, and evaluate LLM-driven agents. It supports declarative setups, tool integration, workflow pipelines, and both MCP client and server roles. Nerve is a simple yet powerful Agent Development Kit (ADK) to build, run, evaluate, and orchestrate LLM-based agents using just YAML and a CLI. It’s designed for technical users who want programmable, auditable, and reproducible automation using large language models. Define agents using a clean YAML format: system prompt, task, tools, and variables — all in one file.
    Downloads: 0 This Week
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  • 23
    Lingua-RS

    Lingua-RS

    The most accurate natural language detection library for Rust

    Lingua-RS is a language detection library implemented in Rust, designed to accurately identify the language of given text samples. It tells you which language some text is written in. This is very useful as a preprocessing step for linguistic data in natural language processing applications such as text classification and spell checking. Other use cases, for instance, might include routing e-mails to the right geographically located customer service department, based on the e-mails' languages.
    Downloads: 2 This Week
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  • 24
    Async.MQTT5

    Async.MQTT5

    A C++17 MQTT client based on Boost.Asio

    ...While the MQTT protocol itself is relatively straightforward, integrating it into an application can be complex, especially due to the challenging implementation of message retransmission after a disconnect/reconnect sequence. The aim of Async.MQTT5 is to provide a very simple asynchronous C++ interface for application developers. The internal Client's implementation manages network and MQTT protocol details.
    Downloads: 0 This Week
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  • 25
    PaperQA2

    PaperQA2

    High accuracy RAG for answering questions from scientific documents

    PaperQA2 is a package for doing high-accuracy retrieval augmented generation (RAG) on PDFs or text files, with a focus on the scientific literature. See our recent 2024 paper to see examples of PaperQA2's superhuman performance in scientific tasks like question answering, summarization, and contradiction detection. In this example we take a folder of research paper PDFs, magically get their metadata - including citation counts and a retraction check, then parse and cache PDFs into a...
    Downloads: 3 This Week
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