Showing 16089 open source projects for "interface"

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  • 1
    MAI-UI

    MAI-UI

    Real-World Centric Foundation GUI Agents

    MAI-UI is a cutting-edge open-source project that implements a family of foundation GUI (Graphical User Interface) agent models capable of interpreting natural language and performing real-world GUI navigation and control tasks across mobile and desktop environments. Developed by Tongyi-MAI (Alibaba’s research initiative), the MAI-UI models are multimodal agents trained to understand user instructions and corresponding screenshots, grounding those instructions to on-screen elements and generating sequences of GUI actions such as taps, swipes, text input, and system commands. ...
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  • 2
    Aimeos Laravel ecommerce package

    Aimeos Laravel ecommerce package

    Laravel ecommerce package for ultra fast online shops

    Aimeos Laravel ecommerce package is a full-featured Laravel ecommerce package that integrates the Aimeos ecommerce framework directly into Laravel applications, enabling ultra-fast online shops, marketplaces, and complex B2B platforms. It is designed to be installed into an existing Laravel app within minutes, providing routes, views, configuration, and an admin backend that plugs into Laravel’s ecosystem. The package supports multi-vendor, multi-channel, and multi-warehouse setups, so you...
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  • 3
    Cake

    Cake

    Distributed LLM and StableDiffusion inference

    Cake is a compact, powerful toolkit that combines a flexible TCP/UDP proxy, port forwarding system, and connection manager designed for both development and penetration testing scenarios. It enables users to create complex networking flows where traffic can be proxied, relayed, and manipulated between endpoints — useful for debugging networked applications, inspecting protocols, or tunneling traffic through different hops. The tool is designed to work with multiple protocols and supports...
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  • 4
    openbench

    openbench

    Provider-agnostic, open-source evaluation infrastructure

    ...It bundles dozens of evaluation suites — covering knowledge, reasoning, math, code, science, reading comprehension, long-context recall, graph reasoning, and more — so users don’t need to assemble disparate datasets themselves. With a simple CLI interface (e.g. bench eval <benchmark> --model <model-id>), you can quickly evaluate any model supported by Groq or other providers (OpenAI, Anthropic, HuggingFace, local models, etc.). openbench also supports private/local evaluations: you can integrate your own custom benchmarks or data (e.g. internal test suites, domain-specific tasks) to evaluate models in a privacy-preserving way.
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  • 5
    OpenAGI

    OpenAGI

    When LLM Meets Domain Experts

    ...Agents are organized in a well-defined folder structure that includes code (agent.py), configuration (config.json), and extra requirements (meta_requirements.txt), which makes them easy to package, share, and reuse. The project includes tooling for registering agents with AIOS by uploading them via a command-line interface, enforcing a consistent naming scheme that matches the local folder layout. A companion tooling layer lets agents call external tools described in the tools.md documentation, enabling them to orchestrate APIs, retrieval pipelines, and other utilities in response to LLM decisions.
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  • 6
    Scene Framework

    Scene Framework

    Android Single Activity Framework compatible with Fragment

    ...The repository may aim to help developers manage complex state, transitions, or UI/navigation flows in applications, or provide a structured framework for rendering or content pipelines. As such, Scene could serve as a backbone for media apps, games, or modular user interface projects, offering abstractions for scene management, resource loading, event dispatching, and lifecycle handling. Because of its open-source status, developers may adapt it to their own use-cases — customizing rendering, UI transitions, or content management — though the maturity and documentation may vary.
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  • 7
    FastRTC

    FastRTC

    The python library for real-time communication

    FastRTC is a Python library designed to simplify real-time communication (RTC), especially for audio and video streaming applications. It abstracts away much of the complexity that typically comes with implementing WebRTC by providing a simple interface — e.g. a Stream class — that can be mounted within a web backend (for example a FastAPI application). This makes it particularly well suited for building real-time voice (or video) interfaces for applications such as AI assistants, live chat, or collaborative audio/video tools. FastRTC also integrates nicely with UI frameworks (e.g. via a web demo using Gradio), so developers can rapidly prototype and deploy real-time streaming applications without deep knowledge of low-level WebRTC internals. ...
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  • 8
    Resurrecting Project in LinUtil

    Resurrecting Project in LinUtil

    Automated Arch Linux Install

    ...It aims to make Arch more approachable by handling tasks like disk partitioning, base system installation, and desktop environment selection through a menu-driven interface. The repository includes configuration presets and scripts that not only install the system but also set up a curated software stack and sensible defaults. Over time, the project evolved and was eventually archived in favor of a newer, streamlined Arch install script, but ArchTitus remains available as a reference for its original approach. ...
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  • 9
    Stable Diffusion WebUI Forge

    Stable Diffusion WebUI Forge

    Stable Diffusion WebUI Forge is a platform on top of Stable Diffusion

    Stable Diffusion WebUI Forge is a performance- and feature-oriented fork of the popular AUTOMATIC1111 interface that experiments with new backends, memory optimizations, and UX improvements. It targets heavy users and researchers who push large models, control nets, and high-resolution pipelines where default settings can become bottlenecks. The fork typically introduces toggles for scheduler behavior, attention implementations, caching, and precision modes to reach better speed or quality on given hardware. ...
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  • 10
    TextFSM

    TextFSM

    Python module for parsing semi-structured text into python tables

    TextFSM is a Python library created by Google that provides a template-based state machine engine for parsing semi-structured text. It is particularly useful for extracting structured data from command-line interface (CLI) outputs, such as those from network devices, routers, and switches. By defining parsing logic through reusable template files, TextFSM transforms unstructured text into structured data like lists or tables without requiring complex regular expression code. Each template defines states, transitions, and regex patterns that determine how to interpret text line by line, enabling precise extraction of key information from varied sources. ...
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  • 11
    FastAPI-MCP

    FastAPI-MCP

    Expose your FastAPI endpoints as Model Context Protocol (MCP) tools

    ...Rather than acting as a thin converter, it’s built as a native FastAPI extension that understands dependency injection, so you can reuse Depends() for authentication and authorization across your MCP tools. The server speaks directly to your app over its ASGI interface, avoiding extra HTTP hops between the MCP layer and your API, which reduces latency and simplifies deployment. A tiny bootstrap is enough to stand up an MCP server and, if desired, mount an HTTP transport for remote clients. The docs emphasize a FastAPI-first workflow: keep your schemas, reuse your middleware, and surface endpoints to agents without rewriting controllers. ...
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  • 12
    Generative AI Swift

    Generative AI Swift

    This SDK is now deprecated, use the unified Firebase SDK

    ...Although marked “deprecated”, the repo demonstrates how to integrate Gemini inference into iOS and macOS apps via Swift APIs, providing boilerplate for prompt dispatching, streaming responses, UI integration, and error handling. It includes a sample app that showcases a chat interface, where users send messages and receive responses streamed in real time, with UI updates as tokens arrive. The code also handles request queuing, cancellation, and retry logic, giving developers a realistic foundation rather than a minimalist “hello world.” Despite its deprecated label, the repo remains valuable for developers who want to see how a native Swift integration might be structured before migrating to newer SDKs. ...
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  • 13
    cheat.sh

    cheat.sh

    The only cheat sheet you need

    cheat.sh is a compact, network-accessible cheat-sheet service that serves concise examples and usage notes for hundreds of shell commands, programming languages, and tools via a simple HTTP interface. You can query it from the terminal (for example curl cht.sh/rsync or curl cheat.sh/ls) or browse the web front page; it also supports a shorthand hostname (cht.sh) and provides both online and standalone/local installation modes. The repository contains the server and client code, instructions to run a local standalone instance (including Python virtualenv setup), and tooling to fetch or maintain the upstream cheat-sheet data; installation documentation explains disk-space needs and dependency setup for offline use. ...
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  • 14
    Searchkick

    Searchkick

    Intelligent search made easy

    ...It integrates with Rails scopes and authorization patterns, making it straightforward to return only records the user can see. By wrapping complex search infrastructure in a clean Ruby interface, Searchkick lets teams deliver fast, relevant search experiences without becoming experts.
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  • 15
    PgHero

    PgHero

    A performance dashboard for Postgres

    ...It runs alongside your application (often as a Rails engine, but usable standalone) and collects metrics from PostgreSQL system views, logging slow queries, long-running transactions, and missing indexes. The web interface presents dashboards with charts and tables that help you understand trends, spot inefficient queries, and identify opportunities for optimization. PGHero supports customizable thresholds and notifications, so you can be alerted when slowness or index problems emerge. It also includes views of replication and connection statistics, helping teams monitor operational health without deploying external monitoring tools.
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  • 16
    brms

    brms

    brms R package for Bayesian generalized multivariate models using Stan

    brms is an R package by Paul Bürkner which provides a high-level interface for fitting Bayesian multilevel (i.e. mixed effects) models, generalized linear / non-linear / multivariate models using Stan as the backend. It allows R users to specify complex Bayesian models using formula syntax similar to lme4 but with far more flexibility (distributions, link functions, hierarchical structure, nonlinear terms, etc.).
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  • 17
    FlutterPP

    FlutterPP

    FlutterPP is designed to be your ultimate developer companion

    Welcome to FlutterPP, your developer companion for building Flutter apps with ease. FlutterPP (Flutter Plus Plus) is a low-code tool designed to significantly reduce development time by automating code generation for Flutter applications. This initial release, marks the beginning of an exciting journey towards making Flutter development more efficient and accessible. Flutter Plus Plus can automatically generate project files using BLoC OR GetX frameworks ( working on adding more! ). It...
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  • 18
    Embedded Template Library (ETL)

    Embedded Template Library (ETL)

    Embedded Template Library

    C++ is a great language to use for embedded applications and templates are a powerful aspect. The standard library can offer a great deal of well-tested functionality, but there are some parts of the standard library that do not fit well with deterministic behavior and limited resource requirements. These limitations usually preclude the use of dynamically allocated memory and containers with open-ended sizes. What is needed is a template library where the user can declare the size, or...
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  • 19
    Voyage

    Voyage

    Voyager - The Missing Laravel Admin

    Voyager is a Laravel Admin Package that includes BREAD(CRUD) operations, a media manager, menu builder, and much more. Voyager can save you so much time and it will make building applications even more fun. Voyager's admin interface allows you to create CRUD or BREAD (Browse, Read, Edit, Add, and Delete) functionality to your posts, pages, or any other table in your database. Voyager has a fully functional media manager which allows you to view/edit/delete files from your storage. All files in your application will be easily accessible and will live in a single place. ...
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  • 20
    Segmentation Models

    Segmentation Models

    Segmentation models with pretrained backbones. PyTorch

    ...Preparing your data the same way as during weights pre-training may give you better results (higher metric score and faster convergence). It is not necessary in case you train the whole model, not only the decoder. Pytorch Image Models (a.k.a. timm) has a lot of pretrained models and interface which allows using these models as encoders in smp, however, not all models are supported. Input channels parameter allows you to create models, which process tensors with an arbitrary number of channels.
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  • 21
    Vuesion

    Vuesion

    Vuesion is a boilerplate that helps product teams build faster

    Vuesion is a boilerplate that helps product teams build faster than ever with fewer headaches and modern best practices across engineering & design. The design system increases the collaboration process between design, engineering, and product management. Productive from day one - more time to solve pain points for your users rather than implementing common features. Community best practices support your team to maintain a clean codebase set up that forces testing best practices, a high...
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  • 22
    gmailctl

    gmailctl

    Declarative configuration for Gmail filters

    This utility helps you generate and maintain Gmail filters in a declarative way. It has a Jsonnet configuration file that aims to be simpler to write and maintain than using the Gmail web interface, to categorize, label, archive and manage your inbox automatically. If you use Gmail and have to maintain (like me) a lot of filters (to apply labels, get rid of spam or categorize your emails), then you probably have (like me) a very long list of messy filters. At a certain point one of your messages got mislabled and you try to understand why. ...
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  • 23
    Criterion

    Criterion

    A cross-platform C and C++ unit testing framework for the 21st century

    Most test frameworks for C require a lot of boilerplate code to set up tests and test suites -- you need to create a main, then register new test suites, then register the tests within these suites, and finally call the right functions. This gives the user great control, at the unfortunate cost of simplicity. Criterion follows the KISS principle, while keeping the control the user would have with other frameworks. Supports parameterized tests and theories. Progress and statistics can be...
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  • 24
    LINQ to DB

    LINQ to DB

    Linq to database provider

    ...There is no change-tracking, so you have to manage that yourself, but on the positive side you get more control and faster access to your data. In other words LINQ to DB is type-safe SQL. Alternatively, you can implement custom settings provider with ILinqToDBSettings interface. You can generate POCO classes from your database using T4 templates.
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  • 25
    Django Wiki

    Django Wiki

    A wiki system with complex functionality for simple integration

    A wiki system with complex functionality for simple integration and a superb interface. Store your knowledge with style: Use django models. Readability, however, is emphasized above all else. A Markdown-formatted document should be publishable as-is, as plain text, without looking like it's been marked up with tags or formatting instructions. While Markdown's syntax has been influenced by several existing text-to-HTML filters -- including Setext, atx, Textile, reStructuredText, Grutatext, and EtText -- the single biggest source of inspiration for Markdown's syntax is the format of plain text email. ...
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