Showing 4007 open source projects for "complex"

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  • 1
    LangChain Open Deep Research

    LangChain Open Deep Research

    Fully open source deep research agent

    Open Deep Research is a configurable, fully open-source agent for producing detailed research reports from complex questions. It separates work across models used for summarization, active research, information compression, and final report generation. Users can select from multiple language model providers as long as the chosen models support tool calling and structured outputs. Search can be powered by several APIs, native provider search, or external tools connected through MCP. ...
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  • 2
    SSH for GitHub Actions

    SSH for GitHub Actions

    GitHub Actions for executing remote ssh commands

    ...It can run commands on one host or multiple hosts, including setups that require different ports or synchronous execution. It also supports proxy and jump host workflows, making it useful for more complex infrastructure environments. Developers can pass environment variables, run scripts from files, capture command output, and add security checks such as host fingerprint verification.
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  • 3
    React Native Gesture Handler

    React Native Gesture Handler

    Declarative API exposing platform native touch and gesture system

    ...It replaces the limitations of the standard JavaScript responder system with native-driven gesture recognition. This allows gestures to be tracked on the UI thread, making touch behavior more reliable during animations, scrolling, and complex interactions. The library is especially useful for apps that need swipes, pans, taps, long presses, drag gestures, and nested gesture handling. It integrates closely with React Native Reanimated, making it a common foundation for high-performance mobile interfaces. Its main value is helping developers create fluid, deterministic, platform-native gesture experiences without manually fighting React Native’s default touch system.
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  • 4
    Emacs-libvterm

    Emacs-libvterm

    Emacs libvterm integration

    ...It gives Emacs users a fast and capable terminal buffer that behaves more like a real terminal than many older Emacs shell modes. Because it uses compiled libvterm code, it can support full-screen terminal applications, interactive shells, TUI programs, and complex terminal behavior more reliably. The project bridges Emacs Lisp with native terminal emulation so users can keep command-line workflows inside Emacs without losing too much terminal compatibility. It is especially useful for developers who live in Emacs and want to run tools such as shells, editors, REPLs, and terminal dashboards in the same environment. ...
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  • 5
    QOI

    QOI

    The “Quite OK Image Format” for fast, lossless image compression

    QOI, short for “Quite OK Image,” is a minimalist lossless image compression format designed to achieve extremely fast encoding and decoding speeds while maintaining compression ratios comparable to PNG. The project was created as a simpler alternative to complex legacy image formats, using an intentionally lightweight specification that can be implemented in only a few hundred lines of code. QOI focuses on predictable O(n) performance and efficient pixel encoding strategies without relying on heavyweight compression algorithms like DEFLATE. The format supports RGB and RGBA images while remaining easy to port across programming languages and hardware environments. ...
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  • 6
    sag

    sag

    Like the macOS say command, but with a modern voice

    ...Designed for speed and convenience, sag supports voice selection, playback rate adjustments, output format inference, and configurable API endpoints for flexible deployment. It integrates naturally into shell scripts, automation pipelines, and AI workflows where high-quality voice synthesis is required without complex setup. The tool emphasizes a familiar UNIX-style experience while significantly improving realism and expressiveness compared to traditional system speech engines. Its developer-focused architecture and Homebrew installation support make it especially appealing for terminal-centric users and automation-heavy environments.
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  • 7
    Local Deep Research

    Local Deep Research

    95% on SimpleQA (e.g. Qwen3.6-27B on a 3090)

    Local Deep Research is an open-source AI-powered research assistant designed to perform deep, iterative investigations by combining large language models with multi-source search capabilities. It runs locally, giving users full control over their data, privacy, and infrastructure while supporting both local and cloud-based LLMs. The system breaks down complex queries into smaller steps, performs parallel searches across web and academic sources, and generates structured, citation-backed reports. It also supports personal document ingestion through vector search, enabling users to build a private, searchable knowledge base. The platform includes a web interface, Docker-based deployment, and flexible configuration options, making it accessible to both developers and researchers. ...
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  • 8
    RecursiveMAS

    RecursiveMAS

    Offical Implementation for "Recursive Multi-Agent Systems"

    RecursiveMAS is an advanced multi-agent AI framework that introduces a recursive collaboration mechanism to improve reasoning and problem-solving across multiple agents. Instead of treating agents as independent units exchanging text outputs, it connects them through a shared latent computation loop, allowing internal “thought states” to be passed and refined iteratively. This recursive structure enables agents to build on each other’s intermediate reasoning, leading to deeper and more...
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  • 9
    avbuild

    avbuild

    ffmpeg build tool for all platforms

    avbuild is a build automation system designed to simplify compiling FFmpeg and related multimedia libraries across multiple platforms. It provides scripts and configurations that handle dependencies, compilation flags, and integration of external codecs. The project is aimed at developers who need customized FFmpeg builds tailored to specific use cases, such as streaming, encoding, or playback systems. It supports cross-platform builds, enabling consistent environments for Linux, Windows,...
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  • 10
    Sourcebot

    Sourcebot

    Tool that helps humans and agents understand your codebase

    Sourcebot is a self-hosted code intelligence platform that helps developers and AI agents understand large codebases through search, navigation, and natural language queries. It allows users to ask complex questions about their repositories and receive structured answers grounded in actual code references. The system combines fast code search with reasoning models, enabling it to traverse dependencies, follow references, and generate contextual explanations. It supports indexing multiple repositories across different platforms, making it useful for organizations with distributed codebases. ...
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  • 11
    ffmpeg-over-ip

    ffmpeg-over-ip

    Connect to remote ffmpeg servers

    ffmpeg-over-ip is a client-server system that enables remote execution of FFmpeg commands on a machine with GPU access while controlling it from another environment such as a container or virtual machine. It allows applications without direct GPU access to offload video transcoding tasks to a remote server, improving performance without requiring complex passthrough setups. The system works by coordinating commands through a lightweight protocol while using a shared filesystem to exchange media data. It supports real-time streaming of outputs as they are processed, making it suitable for media servers and live workflows. The architecture includes authentication and command rewriting to adapt differences between client and server environments. ...
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  • 12
    Melos

    Melos

    A tool for managing Dart projects with multiple packages

    ...It also supports running scripts and commands across all or selected packages, improving productivity in testing and maintenance tasks. With strong CI/CD compatibility, it helps teams automate complex workflows in collaborative environments. Overall, melos provides a scalable solution for managing modular Dart projects efficiently.
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  • 13
    MindZJ

    MindZJ

    An open-source, offline note-taking app with native AI & CLI

    ...It is particularly useful for research, learning, and creative workflows where capturing and linking ideas is essential. The platform emphasizes simplicity and clarity, offering a clean interface that minimizes distractions while supporting complex knowledge structures. It also supports extensibility, allowing users to adapt the system to their specific needs and workflows. Overall, mindzj serves as a flexible environment for building and navigating structured knowledge systems.
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  • 14
    Painting Droid

    Painting Droid

    AI-powered cross-platform painting app

    ...The system emphasizes flexibility, enabling users to combine manual drawing techniques with AI-assisted generation in a single workflow. Its lightweight architecture ensures that it can run efficiently without requiring complex setup. Overall, Painting Droid serves as a hybrid creative tool that merges traditional digital art with modern AI capabilities.
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  • 15
    Ollama-Laravel Package

    Ollama-Laravel Package

    Ollama-Laravel is a Laravel package providing seamless integration

    ...The package supports a wide range of AI capabilities including text generation, chat-based interactions, embeddings, and multimodal vision analysis, making it suitable for both simple features and complex AI-driven systems. It also includes support for reasoning models and function calling, enabling developers to build more advanced workflows where models can trigger tools or structured actions. Real-time streaming responses are supported, allowing applications to deliver incremental outputs for better user experience.
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  • 16
    LLM Tornado

    LLM Tornado

    The .NET library to build AI agents with 30+ built-in connectors

    ...It supports multimodal inputs and outputs, including text, images, audio, and documents, making it suitable for a wide range of AI applications. LLMTornado also integrates advanced protocols such as Model Context Protocol and agent-to-agent communication, enabling complex interactions between systems. With built-in support for local deployments, enterprise guardrails, and observability features.
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  • 17
    LangChainGo

    LangChainGo

    LangChain for Go, the easiest way to write LLM-based programs in Go

    ...It provides a modular architecture that allows developers to combine components such as language models, chains, agents, memory systems, and vector stores into flexible workflows. The framework emphasizes composability, making it easy to create complex pipelines that integrate LLMs with external data sources, APIs, and tools. It supports multiple providers including OpenAI, Anthropic, Google, and local models, offering a unified interface for interacting with different backends. LangChainGo also includes support for embeddings, semantic search, and retrieval-augmented generation, enabling developers to build data-aware applications. ...
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  • 18
    k-skill

    k-skill

    Skill collection for Koreans - SRT, KTX, KakaoTalk, Hangul

    ...It is designed to integrate with modern AI agent ecosystems, allowing developers to extend functionality without rewriting core logic. The project emphasizes simplicity and modularity, making it easier to manage large collections of skills in complex environments. It also supports extensibility, enabling users to define custom skills tailored to their needs. Overall, k-skill serves as a foundational layer for building structured and scalable AI agent capabilities.
    Downloads: 0 This Week
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  • 19
    Open Agents

    Open Agents

    An open source template for building cloud agents

    ...The project also includes examples and templates that demonstrate how to build and deploy agents for real-world applications. By prioritizing composability, it allows developers to combine simple components into more complex agent systems. Overall, open-agents serves as a playground for building and experimenting with next-generation AI agent architectures.
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  • 20
    GenericAgent

    GenericAgent

    Self-evolving autonomous agent framework

    ...The architecture emphasizes generality, enabling the same agent framework to be adapted for different domains including coding, research, and task automation. It integrates with modern language models to provide planning, execution, and iterative reasoning capabilities, making it suitable for complex workflows. The project also focuses on extensibility, allowing developers to plug in custom tools or APIs and tailor agent behavior to specific use cases. By abstracting common agent patterns, it reduces the overhead of building agent systems from scratch. Overall, GenericAgent provides a foundation for scalable and reusable AI agent development.
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  • 21
    LaReview

    LaReview

    The code review workbench

    LaReview is a developer-first, local-first code review workbench designed to transform complex pull requests or diffs into structured, high-signal review workflows powered by AI assistance. Instead of overwhelming developers with raw diffs or automated comment spam, the tool analyzes code changes and generates an intent-driven review plan that groups changes into logical flows such as authentication, API behavior, or data handling, and prioritizes them based on risk.
    Downloads: 0 This Week
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  • 22
    PO UI

    PO UI

    Angular component library

    ...It emphasizes productivity by offering ready-to-use components that reduce development time and enforce best practices in UI design. po-angular is designed with scalability in mind, supporting large applications with complex workflows and data structures. It also integrates well with Angular’s architecture, ensuring compatibility with services, routing, and state management patterns.
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  • 23
    Vue DevUI

    Vue DevUI

    UI components based on Vue3 and DevUI Design

    ...It also supports on-demand component importing, which helps reduce bundle size and improve performance. The design philosophy focuses on usability and scalability, particularly for complex business interfaces such as dashboards and admin panels.
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  • 24
    Meraki UI

    Meraki UI

    Tailwind CSS components that support RTL languages

    Meraki UI is a free and open source collection of Tailwind CSS components designed to help developers quickly build responsive and visually appealing web interfaces with minimal effort. The library focuses on simplicity and accessibility by providing copy-and-paste HTML components that can be easily integrated into any project without requiring complex setup or framework dependencies. It includes a wide variety of UI elements and sections for websites and landing pages, all built using modern layout techniques such as Flexbox and CSS Grid to ensure consistent responsiveness across devices. One of its standout features is native support for right-to-left languages, making it especially useful for multilingual or region-specific applications targeting audiences that use RTL scripts. ...
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  • 25
    Element Plus

    Element Plus

    A Vue.js 3 UI Library made by Element team

    ...The library offers a cohesive design system along with a large collection of components such as forms, tables, navigation elements, and data visualization tools, enabling developers to build complex interfaces efficiently. It supports multiple build systems and modern development environments, making it adaptable to different workflows and project setups. Element Plus also includes internationalization support, theming capabilities, and a strong emphasis on usability and accessibility. Its ecosystem includes tools for migration, component playgrounds, and starter templates that simplify onboarding and development.
    Downloads: 0 This Week
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