Search Results for "model-builder"
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Showing 20 open source projects for "model-builder"
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Ship Agents FasterGemini Enterprise Agent Platform lets you rapidly build, scale, govern and optimize production-ready agents grounded in your organization's data. The platform enables developers to build custom or pre-built agents for virtually any use case. New customers get $300 in free credits.
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tiny11builder
Scripts to build a trimmed-down Windows 11 image
Scripts to build a trimmed-down Windows 11 image - now in PowerShell. After more than a year (for which I am so sorry) of no updates, tiny11 builder is now a much more complete and flexible solution - one script fits all. Also, it is a steppingstone for an even more fleshed-out solution. You can now use it on ANY Windows 11 release (not just a specific build), as well as ANY language or architecture. This is made possible thanks to the much-improved scripting capabilities of PowerShell, compared to the older Batch release. ... -
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nano11
Script to build possibly the most trimmed-down Windows 11 experience
nano11 is an experimental PowerShell builder for creating an extremely stripped-down Windows 11 installation image. It uses built-in DISM capabilities and Microsoft's oscdimg utility to generate a bootable ISO from an official Windows source. The script removes bundled apps along with major system components, services, drivers, Windows Defender, Windows Update, and the WinSxS component store. -
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dsh-routing-suite
dsh-routing-suite — injector + router-standard kit
...Its injector can add, hot-reload, promote, remove, and repair routes without restarting the runtime. The included router presets choose among planning, execution, weak self-classification, and deeper reasoning behaviors based on the task and model. Near-field guidance is injected after user messages to keep routing focused and resist drift. Static anchors reinforce recall, convergence, and staying on task during longer work. The suite also exposes developer tools for checking router state, changing modes, and launching mode-specific subagents. -
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Junie
An AI coding agent by JetBrains that ships code from your terminal
...It allows users to give development tasks in natural language, such as fixing bugs, implementing features, reviewing pull requests, or improving tests. Junie is LLM-agnostic, meaning it can work with different model providers, including JetBrains authentication, Junie API keys, or bring-your-own-key options. The tool integrates with real-world development workflows and can assist across local projects, repositories, and automated GitHub processes. Developers can use Junie through multiple release channels, including stable, EAP, nightly, and experimental builds. ... -
Build Securely on Azure with Proven FrameworksMoving to the cloud brings new challenges. How can you manage a larger attack surface while ensuring great network performance? Turn to Fortinet’s Tested Reference Architectures, blueprints for designing and securing cloud environments built by cybersecurity experts. Learn more and explore use cases in this white paper.
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Claude-Flow
The leading agent orchestration platform for Claude
Claude-Flow v2 Alpha is an advanced AI orchestration and automation framework designed for enterprise-grade, large-scale AI-driven development. It enables developers to coordinate multiple specialized AI agents in real time through a hive-mind architecture, combining swarm intelligence, neural reasoning, and a powerful set of 87 Modular Control Protocol (MCP) tools. The platform supports both quick swarm tasks and persistent multi-agent sessions known as hives, facilitating distributed AI... -
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Generative AI for Beginners (Version 3)
21 Lessons, Get Started Building with Generative AI
...Lessons are split into “Learn” modules for core concepts and “Build” modules with hands-on code in Python and TypeScript, so you can jump in at any point that matches your goals. The course covers everything from model selection, prompt engineering, and chat/text/image app patterns to secure development practices and UX for AI. It also walks through modern application techniques such as function calling, RAG with vector databases, working with open source models, agents, fine-tuning, and using SLMs. Each lesson includes a short video, a written guide, runnable samples for Azure OpenAI, the GitHub Marketplace Model Catalog, and the OpenAI API, plus a “Keep Learning” section for deeper study. -
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Microsoft Learn MCP Server
Official Microsoft Learn MCP Server, powering LLMs and AI agents
Microsoft Learn MCP Server is the official GitHub repository for the Microsoft Learn MCP (Model Context Protocol) Server, a service that implements the Model Context Protocol to provide AI assistants and tools with reliable, real-time access to Microsoft’s official documentation. Rather than relying on training data that may be outdated or incomplete, MCP servers let agents like GitHub Copilot, Claude, or other LLM-based tools search and pull context directly from up-to-date Microsoft Learn content, including Azure, .NET, and other tech docs. ... -
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Desktop Commander MCP
AI-powered MCP server for desktop file and terminal automation
Desktop Commander MCP is an advanced Model Context Protocol server designed to extend AI assistants with direct control over a user’s local machine, including the file system and terminal. It integrates with clients like Claude Desktop to enable AI-driven workflows such as editing files, executing commands, and automating development tasks from a single conversational interface. -
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Everywhere
Context-aware desktop AI assistant that understands screen content
...It can analyze on-screen information in real time and provide contextual responses, making it useful for tasks like troubleshooting errors, summarizing articles, translating text, and refining written content. It integrates with multiple large language model providers and supports various tools, enabling flexible and extensible AI-powered workflows. Everywhere features a modern design with interactive elements such as markdown rendering, keyboard shortcuts, and voice input capabilities. Additionally, the project emphasizes seamless workflow integration by operating alongside existing applications rather than requiring users to switch. -
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Microsoft Work IQ
MCP Server and CLI for accessing Work IQ
Work IQ is Microsoft’s plugin marketplace and MCP server collection for connecting GitHub Copilot CLI and AI assistants to Microsoft 365 work data. It provides plugins, skills, tools, and MCP servers that let users query emails, meetings, documents, Teams messages, and productivity context through natural language. The repository includes a public-preview marketplace workflow for installing Work IQ plugins into Copilot CLI. It also supports standalone MCP server installation through npm or... -
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Tiny 11 Releases
Automated tools for creating streamlined Windows 11 images with CI/CD.
Tiny11 Automated Builder: Build Tiny11, Build Tiny11 Core and Build Nano11 Automated tools for creating streamlined Windows 11 images with CI/CD support. 📋 Overview Tiny11 Automated Builder provides PowerShell scripts to create minimized Windows 11 ISO images by removing bloatware, disabling telemetry, and optimizing system components. -
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Generative AI for Beginners .NET
Hands-on .NET course for building real-world generative AI apps
Generative AI for Beginners .NET is a hands-on course that helps developers build real-world AI applications using the .NET ecosystem. It walks through core concepts such as text generation, chat-based interactions, and integrating large language models into applications. Each lesson includes short videos, working code samples, and step-by-step instructions, making it easy to follow and apply immediately. Generative AI for Beginners .NET supports tools like GitHub Models, Azure OpenAI... -
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Agent Framework
Framework for building, orchestrating, and deploying AI agents
Microsoft Agent Framework is an open source framework designed to help developers build, orchestrate, and deploy AI agents and multi-agent systems. It provides a unified programming model that supports both Python and .NET implementations, allowing developers to create agent-driven applications in multiple programming environments. It includes tools and abstractions for constructing simple conversational agents as well as complex workflows where multiple agents collaborate to complete tasks. Microsoft Agent Framework supports graph-based orchestration that enables developers to connect agents, functions, and tools into structured workflows capable of handling multi-step processes. ... -
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AzureAD Attack Defense
This publication is a collection of various common attack scenarios
AzureAD-Attack-Defense is a community-maintained playbook that collects common attack scenarios against Microsoft Entra ID (formerly Azure Active Directory) together with detection and mitigation guidance. The repository is organized into focused chapters — for example: Password Spray, Consent Grant, Service Principals in Azure DevOps, Entra Connect Sync Service Account, Replay of Primary Refresh Token (PRT), Entra ID Security Config Analyzer, and Adversary-in-the-Middle — each written to... -
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DeepAudit
AI multi-agent platform for automated code security auditing system
DeepAudit is an open source code security auditing platform that uses a multi-agent architecture to analyze and identify vulnerabilities in software projects. Instead of relying solely on traditional static analysis, it simulates the reasoning process of security experts through coordinated agents responsible for orchestration, reconnaissance, analysis, and verification. DeepAudit performs deep semantic understanding of code, enabling it to detect complex vulnerabilities that span multiple... -
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windsurf.vim
Free, ultrafast Copilot alternative for Vim and Neovim
...The plugin supports major programming languages and allows you to trigger completions as you type—especially after comments or partial code constructs. Because it is designed to integrate with Vim’s editing model, it offers suggestions in-line and leverages virtual text or inline indicators when supported. Many developers using Neovim look to this plugin as a way to bring modern AI-powered code-assistance into their terminal-centric workflow. -
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Winzard-PIW
Local Windows Post-Install Automation Toolkit
...It provides a local-first, script-based, transparent alternative to older post-install tools such as WPI, without relying on deprecated technologies like the Internet Explorer engine or ActiveX. The project is divided into two parts: PIW-Builder - Generates local catalogues - Prepares installers, portable apps, and customization resources PIW-Deploy - Installs EXE / MSI applications - Deploys portable applications - Provides a guided customization workflow Features: - Silent EXE / MSI installation - Portable app deployment - JSON-based workflow - Full user control and local execution - Builder / Deploy architecture - Early Windows customization support Winzard-PIW is a modular Windows post-install and customization hub for Windows 10 and 11. -
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UbiquitiWGWizard
Generate Wireguard VPN configurations for Ubiquiti Routers
UbiquitiWgWizard automates the creation of: • WireGuard interface configuration for EdgeOS • Firewall rules (WG-IN, WG-LOCAL, WAN->LOCAL) • NAT masquerade rules for VPN clients • Client configuration files (.conf) • Optional QR codes for mobile clients • A step-by-step HOW_TO_APPLY_CONFIG.txt document The wizard prompts for: • Router model • WAN interface • LAN interface(s) • Split tunnel vs full tunnel (per client) • Public endpoint / DDNS • Number of clients • Optional QR code generation All output is generated safely and never applied automatically. ________________________________________ Supported Router Models The wizard includes templates for: • ER-4 • ER-6P • ER-X • ER-12 You may select any physical or logical interface supported by your router (eth ports, switch interfaces, etc.). ________________________________________ -
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BloodHound Legacy
Six Degrees of Domain Admin
BloodHound Legacy is the deprecated open‑source version of the BloodHound Active Directory attack path analysis tool. It uses graph theory to model and visualize privileged relationships in AD, Entra ID, and Azure environments. Security professionals use it to enumerate domain privilege escalation paths, misconfigurations, and attack surfaces in corporate networks -
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ML.NET Samples
Samples for ML.NET, an open source and cross-platform machine learning
...In this GitHub repo, we provide samples that will help you get started with ML.NET and how to infuse ML into existing and new .NET apps. We're working on simplifying ML.NET usage with additional technologies that automate the creation of the model for you so you don't need to write the code by yourself to train a model, you simply need to provide your datasets. The "best" model and the code for running it will be generated for you. The ML.NET CLI (command-line interface) is a tool you can run on any command prompt (Windows, Mac or Linux) for generating good quality ML.NET models based on training datasets you provide. ...
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