Showing 2916 open source projects for "structure"

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  • 1
    Vearch

    Vearch

    A distributed system for embedding-based vector retrieval

    ...Otherwise, you can easily customize your own image, video, or text feature extraction algorithm plugin. This GIF provides a clear demonstration of the project vearch usage and its internal structure. The use of vearch is mainly divided into three steps. Firstly, create DB and Space, then import your data, and finally, you can search on your own dataset.
    Downloads: 4 This Week
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  • 2
    Pacu

    Pacu

    The AWS exploitation framework, designed for testing security

    Pacu (named after a type of Piranha in the Amazon) is a comprehensive AWS security-testing toolkit designed for offensive security practitioners. While several AWS security scanners currently serve as the proverbial “Nessus” of the cloud, Pacu is designed to be the Metasploit equivalent. Written in Python 3 with a modular architecture, Pacu has tools for every step of the pen testing process, covering the full cyber kill chain. Pacu is the aggregation of all of the exploitation experience...
    Downloads: 7 This Week
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  • 3
    PaperSpine

    PaperSpine

    Motivation-driven skill for learning from strong academic papers

    ...The project asks the agent to study target formats and strong examples before drafting or revising. It emphasizes the central motivation of a paper, helping writers connect claims, structure, evidence, citations, and revisions into a coherent argument. The suite includes specialized skills for research, citation, rewriting, LaTeX, auditing, translation, humanization, and updates. It is best suited for users who need format-aware, evidence-aware academic writing support rather than generic text generation.
    Downloads: 1 This Week
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  • 4
    Ultimate React Course

    Ultimate React Course

    https://github.com/jonasschmedtmann/ultimate-react-course

    Ultimate React Course is the official repository for Jonas Schmedtmann’s Ultimate React course. It provides starter files, final project code, and FAQs that support a complete React learning path from fundamentals to more advanced application patterns. The course materials cover modern React development with components, props, state, effects, forms, routing, data fetching, state management, and larger real-world projects. Learners can begin each section from starter code, then compare their...
    Downloads: 1 This Week
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  • 5
    Taskmaster

    Taskmaster

    An AI-powered task-management system

    Taskmaster is an AI-powered task management system designed to enhance AI-driven software development workflows. The project can be integrated into environments such as Cursor, Windsurf, and other AI coding tools to help structure, track, and execute development tasks more effectively. It uses structured task formats and orchestration logic to coordinate how AI assistants plan and complete work. The system supports multiple model providers through configurable keys, allowing teams to choose their preferred AI backend. Its goal is to bring discipline and repeatability to agent-assisted coding by turning loosely defined prompts into organized execution plans. ...
    Downloads: 1 This Week
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  • 6
    rav1e

    rav1e

    The fastest and safest AV1 encoder

    rav1e is an open-source implementation of an encoder for the AV1 video codec, developed in Rust (with some assembly) by the community around Xiph Foundation. Its design philosophy is to start from a correct, minimal, and fast AV1 encoder — sacrificing some encoding speed/efficiency of reference encoders in exchange for simplicity, stability, and compilability across platforms — and then gradually improve. This makes rav1e particularly attractive for scenarios where you need AV1 encoding but...
    Downloads: 6 This Week
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  • 7
    Translation Agent

    Translation Agent

    Agentic translation using reflection workflow

    ...Instead of asking a language model for a single direct translation, it first generates a translation, then asks the model to critique it, and finally uses that critique to produce a stronger version. This structure makes the system more steerable than a traditional translation pipeline. Users can adjust prompts to control tone, formality, terminology, idiom handling, and regional language choices. The project includes example scripts and a simple Python interface for translating between source and target languages. It is useful for researchers, developers, and localization teams exploring how LLM-based workflows can produce better, more customizable translations.
    Downloads: 2 This Week
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  • 8
    TokenSpeed

    TokenSpeed

    TokenSpeed is a speed-of-light LLM inference engine

    TokenSpeed is an LLM inference engine designed for high-performance production agent workloads. It aims to combine TensorRT-LLM-level speed with vLLM-level usability, making it relevant for teams that need fast generation without sacrificing developer ergonomics. The project is focused on the specific needs of agentic systems, where latency, throughput, and efficient scheduling matter across many short or tool-heavy requests. It builds on ideas and components from the broader open-source...
    Downloads: 2 This Week
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  • 9
    Flutter E-commerce Mobile App Templates

    Flutter E-commerce Mobile App Templates

    Nice and clean Online Shop app UI by using #Flutter

    E-commerce App UI Flutter is a Flutter shopping app template focused on the visual structure of a modern mobile commerce experience. It provides a clean product browsing interface with horizontally scrollable categories, product cards, and a detailed product screen. The design highlights each product with its own visual styling, price, description, and a prominent buy button. The project is intended as a UI starter rather than a complete production commerce backend.
    Downloads: 2 This Week
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  • 10
    Cursor Cookbook

    Cursor Cookbook

    This repo contains small examples for building with Cursor

    ...It provides practical recipes that demonstrate how to integrate AI into development workflows effectively. The repository focuses on real-world use cases such as automation, code generation, and system design. It helps developers understand how to structure prompts and workflows for consistent results. The examples are designed to be easily adaptable to different projects and environments. It emphasizes productivity and clarity in AI-driven development. Overall, it acts as a reference guide for maximizing the value of AI coding assistants.
    Downloads: 0 This Week
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  • 11
    Diagram Design

    Diagram Design

    Thirteen editorial diagram types for Claude Code. Self-contained HTML

    ...The project includes examples and best practices for designing diagrams used in presentations, documentation, and product design. It helps users understand how to structure information visually to enhance comprehension. The repository emphasizes simplicity and readability in diagram creation. It is particularly useful for designers, developers, and educators who rely on visual explanations. Overall, it serves as a reference for crafting better visual communication artifacts.
    Downloads: 0 This Week
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  • 12
    ares

    ares

    ares is a cross-platform, open source, multi-system emulator

    ...It is a descendant of earlier projects like higan and bsnes, inheriting a strong emphasis on correctness over raw performance. Unlike many emulators that prioritize speed, Ares deliberately adopts design choices that simplify code structure and improve readability, even if this results in slower execution. This makes it particularly valuable for researchers, developers, and preservationists who care about hardware accuracy and maintainability. The emulator supports multiple gaming systems and includes its own custom frameworks for GUI, threading, and hardware abstraction. ...
    Downloads: 2 This Week
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  • 13
    Nunflix

    Nunflix

    Nunflix is a frontend Netflix clone but Warrior Nun-ified

    Nunflix is an open-source streaming application designed to provide a centralized interface for browsing and consuming video content from multiple online sources in a clean and user-friendly environment. It focuses on aggregating content into a unified experience, allowing users to search for shows or movies and stream them without navigating multiple websites. The application typically includes a modern interface optimized for ease of use, with features such as content categorization,...
    Downloads: 2 This Week
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  • 14
    Sample GenLayer project

    Sample GenLayer project

    Includes the boilerplate code for a GenLayer use case implementation

    GenLayer Project Boilerplate is an open-source template designed to accelerate the development of decentralized applications on the GenLayer protocol by providing a fully integrated environment that combines intelligent contract logic with a modern frontend interface. It includes a complete working example of a prediction market application, demonstrating how developers can structure, deploy, and test decentralized logic in a real-world scenario. The project integrates both backend contract development written in Python and frontend components built with modern frameworks, enabling a seamless full-stack development workflow. It emphasizes best practices such as environment configuration, modular architecture, and comprehensive testing, helping developers avoid common pitfalls when building blockchain-based applications. ...
    Downloads: 2 This Week
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  • 15
    Youtu-Agent

    Youtu-Agent

    A simple yet powerful agent framework that delivers with models

    ...The system focuses on reducing the complexity traditionally involved in configuring large language model agents by providing a modular architecture that separates execution environments, tools, and context management. This structure allows developers to rapidly assemble agent systems capable of performing tasks such as research, file processing, and data analysis. The framework supports automated generation of agent components, enabling the system to synthesize prompts, tool interfaces, and workflow configurations automatically. Youtu-Agent also incorporates hybrid learning strategies that combine experience accumulation with reinforcement learning to improve agent performance over time. ...
    Downloads: 2 This Week
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  • 16
    GitHubDaily

    GitHubDaily

    A list cool, interesting projects of GitHub

    GitHubDaily is an open-source curated collection that aggregates high-quality and trending GitHub projects for developers to discover and learn from. The repository functions as a continuously updated resource that highlights noteworthy tools, frameworks, and libraries across many technical domains. Its goal is to reduce the time developers spend searching for useful open-source projects by presenting organized recommendations in a single location. The project typically categorizes...
    Downloads: 0 This Week
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  • 17
    Ralph TUI

    Ralph TUI

    A terminal UI for orchestrating AI coding agents

    ralph-tui is a terminal-first task runner that orchestrates AI agent work as a structured queue of tasks, making “agentic execution” feel more like operating a build tool than chatting in a textbox. It prioritizes a disciplined loop: select the next task, construct the right prompt and context, execute the agent, detect completion, and move forward until the workload is done. By centering everything in a TUI, it encourages repeatable workflows where you can watch progress, adjust priorities,...
    Downloads: 2 This Week
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  • 18
    Little Book of Linear Algebra

    Little Book of Linear Algebra

    A concise, beginner-friendly introduction to the core ideas of linear

    This is a concise, beginner-friendly introduction to the fundamental concepts of linear algebra, intended to give readers intuition without overwhelming detail. The material is organized into chapters covering vectors, matrices, linear systems, vector spaces, eigenvalues/eigenvectors, and other central topics, each with worked examples and explanations. There is also a companion “LAB” section for hands-on exploration (e.g. using Python/NumPy) to help cement the connections between algebraic...
    Downloads: 3 This Week
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  • 19
    sqlsmith

    sqlsmith

    A random SQL query generator

    SQLSmith is a fuzz testing tool for PostgreSQL that automatically generates random SQL queries to uncover bugs in the query planner and executor. It is widely used by PostgreSQL developers and database vendors to stress-test SQL features and engine behavior under edge-case conditions. SQLSmith helps improve database robustness by revealing unexpected failures.
    Downloads: 0 This Week
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  • 20
    PropertyAccess Component

    PropertyAccess Component

    Provides functions to read and write from/to an object or array

    Symfony PropertyAccess is a component that provides a uniform way to read and write object properties and array elements. It allows developers to access nested properties dynamically without directly interacting with the underlying data structure. PropertyAccess simplifies the manipulation of data objects, especially in form handling and data mapping scenarios. It is commonly used in Symfony applications but can be utilized in any PHP project.
    Downloads: 0 This Week
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  • 21
    Backtrack Sampler

    Backtrack Sampler

    An easy-to-understand framework for LLM samplers

    Backtrack Sampler is a framework designed for experimenting with custom sampling strategies for language models (LLMs), enabling the ability to rewind and revise generated tokens. It allows developers to create and test their own token generation strategies by providing a base structure for manipulating logits and probabilities, making it a flexible tool for those interested in fine-tuning the behavior of LLMs.
    Downloads: 0 This Week
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  • 22
    Berry Free React Material UI

    Berry Free React Material UI

    Berry free react material admin template for faster web development

    Berry is a free Material UI admin dashboard template built with React. It is meant to provide the best possible User Experience with highly customizable feature-rich pages. It is a complete Dashboard Template that has easy and intuitive responsive design whether it is viewed on retina screens or laptops.
    Downloads: 0 This Week
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  • 23
    Modular CSS Layout for Obsidian

    Modular CSS Layout for Obsidian

    CSS Layout hack for Obsidian.md

    ...Modular CSS Layout (MCL) snippets are meant to provide useful layout options as a complement to the default theme or your chosen community theme. It focuses on working with Obsidian’s CSS classes and HTML structure to achieve the intended layout; which also means it won’t do any color-theme changes.
    Downloads: 2 This Week
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  • 24
    PowerSimulations.jl

    PowerSimulations.jl

    Julia for optimization simulation and modeling of PowerSystems

    ...The flexible modeling framework is enabled through a modular set of capabilities that enable scalable power system analysis and exploration of new analysis methods. The modularity of PowerSimulations results from the structure of the simulations enabled by the package. Simulations define a set of problems that can be solved using numerical techniques.
    Downloads: 3 This Week
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  • 25
    Common Core Ontologies

    Common Core Ontologies

    The Common Core Ontology Repository

    The Common Core Ontologies (CCO) comprise twelve ontologies that are designed to represent and integrate taxonomies of generic classes and relations across all domains of interest. CCO is a mid-level extension of Basic Formal Ontology (BFO), an upper-level ontology framework widely used to structure and integrate ontologies in the biomedical domain (Arp, et al., 2015). BFO aims to represent the most generic categories of entity and the most generic types of relations that hold between them, by defining a small number of classes and relations. CCO then extends from BFO in the sense that every class in CCO is asserted to be a subclass of some class in BFO, and that CCO adopts the generic relations defined in BFO (e.g., has_part) (Smith and Grenon, 2004). ...
    Downloads: 3 This Week
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