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Orchestration and Multi-Agent Systems · Awesome GitHub Repositories

44 repos

Awesome GitHub RepositoriesOrchestration and Multi-Agent Systems

Explore 44 awesome GitHub repositories matching artificial intelligence & ml · Orchestration and Multi-Agent Systems. Refine with filters or upvote what's useful.

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Awesome Orchestration and Multi-Agent Systems GitHub Repositories

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  • microsoft/markitdown

    microsoft/markitdown

    87,305GitHubView on GitHub↗

    This project is an AI-powered document processing engine designed to transform diverse file formats into structured Markdown. By leveraging multimodal language models, it performs complex layout analysis and semantic text extraction, allowing for the conversion of both unstructured files and scanned images into machine

    Bundles document processing dependencies into isolated, portable architectures to ensure reliable performance across varying deployment environments.

    Pythonautogenautogen-extensionlangchain
  • home-assistant/core

    home-assistant/core

    84,936GitHubView on GitHub↗

    Home Assistant is a centralized home automation platform designed to orchestrate diverse internet-connected devices and services. It functions as a local-first control system that normalizes heterogeneous hardware protocols into a unified set of entities, attributes, and services. The core architecture relies on an eve

    Stores hashed user credentials and salts locally to verify identities directly within the application environment.

    Pythonasynciohacktoberfesthome-automation
  • firecrawl/firecrawl

    firecrawl/firecrawl

    84,034GitHubView on GitHub↗

    Firecrawl is a web data extraction platform designed to convert unstructured web content into clean, LLM-ready formats like markdown or JSON. It functions as an autonomous web crawler and scraper, capable of mapping entire domains, performing recursive navigation, and executing complex data gathering tasks. By leveragi

    Navigates and synthesizes information from live web sources to perform complex research tasks autonomously.

    TypeScriptaiai-agentsai-crawler
  • laravel/laravel

    laravel/laravel

    83,758GitHubView on GitHub↗

    Laravel is a comprehensive full-stack web framework designed for building scalable server-side applications. It provides an integrated development environment that centers on an object-relational mapper for database abstraction, a robust routing system, and a sophisticated service container for dependency injection. Th

    Enforces security requirements on incoming HTTP requests using configurable middleware for both stateful and stateless endpoints.

    Bladeframeworklaravelphp
  • microsoft/playwright

    microsoft/playwright

    82,810GitHubView on GitHub↗

    Playwright is a comprehensive browser automation framework designed for end-to-end testing and web workflow automation. It provides a unified API to drive web applications across multiple browser engines, enabling developers to simulate complex user interactions, perform web scraping, and validate application behavior

    Repairs failing test steps by re-evaluating the UI and proposing updated locators.

    TypeScriptautomationchromechromium
  • DopplerHQ/awesome-interview-questions

    DopplerHQ/awesome-interview-questions

    81,035GitHubView on GitHub↗

    This project is a comprehensive, community-sourced repository of technical interview questions and study materials. It serves as a centralized index for software engineers to prepare for technical assessments, benchmark their personal knowledge, and identify gaps in their expertise across a wide range of programming la

    Manages scoped service tokens that allow automated systems to authenticate and access project-specific configurations.

    android-interview-questionsangularjs-interview-questionsawesome
  • spring-projects/spring-boot

    spring-projects/spring-boot

    80,046GitHubView on GitHub↗

    Spring Boot is an opinionated application framework designed to streamline the creation of production-ready services. It functions as a comprehensive development platform that utilizes a centralized dependency injection container to manage object lifecycles and wiring. By employing convention-over-configuration, the fr

    Deploys web applications as standalone, portable artifacts that include their own runtime environment for consistent execution.

    Javaframeworkjavaspring
  • syncthing/syncthing

    syncthing/syncthing

    80,036GitHubView on GitHub↗

    Syncthing is a decentralized file synchronization engine that maintains consistent data states across multiple devices through peer-to-peer mesh networking. It operates as a background daemon that automatically replicates file creations, modifications, and deletions between trusted nodes without requiring central serve

    Delegates user authentication to external directory services using configurable bind patterns and secure transport protocols.

    Gogop2ppeer-to-peer
  • astral-sh/uv

    astral-sh/uv

    79,476GitHubView on GitHub↗

    uv is a high-performance Python package manager and project build tool designed to handle dependency resolution, virtual environment orchestration, and Python interpreter management. It functions as a comprehensive workspace orchestrator, enabling developers to manage complex, multi-package repositories and ensure repr

    Secures access to private package indexes through integrated credential management and authentication utilities.

    Rustpackagingpythonresolver
  • modelcontextprotocol/servers

    modelcontextprotocol/servers

    79,000GitHubView on GitHub↗

    The Model Context Protocol is a standardized communication framework designed to connect language models to external data sources, functional tools, and interactive user interfaces. It provides a vendor-neutral interface layer that enables AI hosts to discover and execute capabilities across heterogeneous service envir

    Enforces strict security boundaries and access controls while managing isolated connections between AI hosts and external services.

    TypeScript
  • browser-use/browser-use

    browser-use/browser-use

    78,576GitHubView on GitHub↗

    Browser-use is a framework for building autonomous agents that navigate, interact with, and extract data from web interfaces using natural language instructions. By acting as an orchestration layer between large language models and browser automation protocols, it enables the execution of complex, multi-step workflows

    Intelligent agents navigate and interact with web interfaces based on high-level natural language goals.

    Pythonai-agentsai-toolsbrowser-automation
  • anuraghazra/github-readme-stats

    anuraghazra/github-readme-stats

    78,445GitHubView on GitHub↗

    This project is a serverless service that generates dynamic, themeable visual summaries of software development activity. It functions as an automated metadata visualizer, transforming raw platform logs and repository metrics into resolution-independent vector graphics that can be embedded directly into markdown enviro

    Maintains full control over data caching, authentication tokens, and sensitive information by hosting private instances on cloud infrastructure.

    JavaScriptdynamicprofile-readmereadme-generator
  • hoppscotch/hoppscotch

    hoppscotch/hoppscotch

    77,888GitHubView on GitHub↗

    Hoppscotch is an open-source API development ecosystem designed for building, testing, and debugging REST, GraphQL, and real-time APIs. It provides a unified platform that functions across web browsers, desktop applications, and command-line interfaces, allowing developers to manage the entire API lifecycle from a sing

    Handles diverse authentication methods, including tokens, keys, and credentials, to secure API requests during development.

    TypeScriptapiapi-clientapi-rest
  • coder/code-server

    coder/code-server

    76,310GitHubView on GitHub↗

    This project provides a remote development platform that enables users to access a full-featured integrated development environment through a standard web browser. By decoupling the user interface from the server-side filesystem, it allows for persistent coding workspaces to be hosted on remote servers, virtual machine

    Integrates external identity providers via reverse proxies to verify user access across the development infrastructure.

    TypeScriptbrowser-idedev-toolsdevelopment-environment
  • zed-industries/zed

    zed-industries/zed

    75,634GitHubView on GitHub↗

    Zed is an AI-native, high-performance code editor designed for extreme responsiveness and keyboard-centric workflows. It functions as an extensible text processing workspace that integrates autonomous agents and predictive models directly into the development environment to automate complex engineering tasks, refactori

    Combines large language models with specialized tool access to facilitate autonomous agentic workflows for complex software development tasks.

    Rustgpuirust-langtext-editor
  • mlabonne/llm-course

    mlabonne/llm-course

    75,340GitHubView on GitHub↗

    This project is a comprehensive educational curriculum and engineering handbook focused on the lifecycle of large language models. It serves as a structured knowledge base for machine learning practitioners, covering the fundamental mathematical and architectural principles of transformer-based sequence modeling, as we

    Illustrates how models can autonomously reason and utilize external tools to execute complex, multi-step tasks within dynamic environments.

    courselarge-language-modelsllm
  • Stirling-Tools/Stirling-PDF

    Stirling-Tools/Stirling-PDF

    74,357GitHubView on GitHub↗

    Stirling-PDF is a self-hosted document processing suite designed for secure, private file management. It functions as a comprehensive transformation engine that executes complex operations—such as merging, splitting, converting, and redacting documents—directly on the host machine. The platform provides both a browser-

    Maintains secure session state across distributed interactions using cryptographically signed tokens.

    TypeScriptdockerhacktoberfestjava
  • infiniflow/ragflow

    infiniflow/ragflow

    73,425GitHubView on GitHub↗

    This project is a comprehensive retrieval-augmented generation platform designed for building, managing, and deploying knowledge-based AI applications. It provides a unified environment for organizing datasets, configuring conversational chat assistants, and developing autonomous agents that execute multi-step reasonin

    Exposes API endpoints for creating and managing conversational AI assistant instances.

    Pythonagentagenticagentic-ai
  • lobehub/lobehub

    lobehub/lobehub

    72,403GitHubView on GitHub↗

    LobeHub is a comprehensive multi-agent orchestration platform designed for building, configuring, and deploying specialized AI agents. It provides a unified chat-based gateway that allows users to manage autonomous agent teams across web, desktop, and mobile environments. By utilizing a framework that supports persiste

    Manages the communication and task handoffs between specialized agents to streamline multi-stage operational processes.

    TypeScriptagentagent-collaborationagent-harness
  • dair-ai/Prompt-Engineering-Guide

    dair-ai/Prompt-Engineering-Guide

    70,526GitHubView on GitHub↗

    This project is a comprehensive educational resource and knowledge base dedicated to the development and application of large language models and autonomous agentic systems. It provides a structured framework for understanding prompt engineering, context management, and the architectural patterns required to build task

    Explains design principles for building autonomous systems that combine reasoning, memory, and external tool integration.

    MDXagentagentsai-agents
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Explore sub-tags

  • Agent Memory Systems1 sub-tagPersistent storage systems that allow agents to save, retrieve, and learn from user-provided facts and interaction history.
  • Autonomous Agents11 sub-tagsFrameworks that integrate large language models with memory, tool usage, and decision-making capabilities to perform autonomous tasks.
  • Control Flow & Workflows5 sub-tags
  • Coordination & Routing
5 sub-tags
  • Deployment Architectures10 sub-tagsConfigurations for managing task queues and execution environments across single-host or distributed setups.
  • Integration Surfaces3 sub-tags
  • Runtime & Operations4 sub-tags
  • Security & Auth2 sub-tags
  • Subagent Design2 sub-tags
  • Test Failure HealingAutomated repair of failing test steps and locators.