🌟 memory_graph | Python
🎯 Primary Use Case:
Teaching and debugging Python code related to data structures, references, and mutability.
✨ Key Features:
• Visualizes Python data structures
• Supports various data types
• Helps understand references and mutability
• Provides a web debugger for live demos
• Can render graphs to different output formats (PDF, SVG, PNG, DOT)
📖 Summary:
The `memory_graph` repository is a Python package designed as a teaching tool and debugging aid. It helps users understand concepts like references, mutable data types, and shallow/deep copying by visualizing data structures and program state, including the call stack.
🔗 Links:
• View Project
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🔓 Open Source
🎯 Primary Use Case:
Teaching and debugging Python code related to data structures, references, and mutability.
✨ Key Features:
• Visualizes Python data structures
• Supports various data types
• Helps understand references and mutability
• Provides a web debugger for live demos
• Can render graphs to different output formats (PDF, SVG, PNG, DOT)
📖 Summary:
The `memory_graph` repository is a Python package designed as a teaching tool and debugging aid. It helps users understand concepts like references, mutable data types, and shallow/deep copying by visualizing data structures and program state, including the call stack.
🔗 Links:
• View Project
================
🔓 Open Source
🔥 noScribe | Python
🎯 Primary Use Case:
Automated transcription of interviews for qualitative social research or journalistic purposes.
✨ Key Features:
• AI-based audio transcription
• Speaker identification
• Local operation (no internet required)
• Support for around 60 languages
• Integrated editor for transcript review and correction
📖 Summary:
noScribe is a free and open-source AI-based software for automated audio transcription, primarily designed for qualitative social research and journalistic use. It leverages Whisper and pyannote for transcription and speaker identification, running locally without sending data to the internet, and includes an editor for reviewing and correcting transcripts.
🔗 Links:
• View Project
================
🔓 Open Source
🎯 Primary Use Case:
Automated transcription of interviews for qualitative social research or journalistic purposes.
✨ Key Features:
• AI-based audio transcription
• Speaker identification
• Local operation (no internet required)
• Support for around 60 languages
• Integrated editor for transcript review and correction
📖 Summary:
noScribe is a free and open-source AI-based software for automated audio transcription, primarily designed for qualitative social research and journalistic use. It leverages Whisper and pyannote for transcription and speaker identification, running locally without sending data to the internet, and includes an editor for reviewing and correcting transcripts.
🔗 Links:
• View Project
================
🔓 Open Source
🚀 spec-kit | Python
🎯 Primary Use Case:
To enable developers to adopt Spec-Driven Development by providing tools and a framework for creating executable specifications that drive software implementation.
✨ Key Features:
• Specify CLI for project initialization and specification checking
• Integration with AI agents for automated development tasks
📖 Summary:
Spec Kit is an open-source toolkit designed to facilitate Spec-Driven Development, which prioritizes specifications as executable entities that generate working implementations. It provides a CLI (`specify`) for initializing projects and checking specifications, aiming to shift the focus from coding to defining product scenarios and predictable outcomes. The toolkit also integrates with AI agents to automate parts of the development process.
🔗 Links:
• View Project
================
🔓 Open Source
🎯 Primary Use Case:
To enable developers to adopt Spec-Driven Development by providing tools and a framework for creating executable specifications that drive software implementation.
✨ Key Features:
• Specify CLI for project initialization and specification checking
• Integration with AI agents for automated development tasks
📖 Summary:
Spec Kit is an open-source toolkit designed to facilitate Spec-Driven Development, which prioritizes specifications as executable entities that generate working implementations. It provides a CLI (`specify`) for initializing projects and checking specifications, aiming to shift the focus from coding to defining product scenarios and predictable outcomes. The toolkit also integrates with AI agents to automate parts of the development process.
🔗 Links:
• View Project
================
🔓 Open Source
💡 maivi | Python
🎯 Primary Use Case:
Real-time voice-to-text transcription for desktop users.
✨ Key Features:
• Hotkey Recording (Alt+Q)
• Real-time Transcription
• Clipboard Integration
• Floating Overlay
• Smart Chunk Merging
📖 Summary:
Maivi is a cross-platform desktop application that provides real-time voice-to-text transcription. It uses AI models to convert speech into text, which is then displayed in a floating overlay and automatically copied to the clipboard. The application supports hotkey activation (Alt+Q) for starting and stopping recording and works on CPU, with optional GPU acceleration.
🔗 Links:
• View Project
================
🔓 Open Source
🎯 Primary Use Case:
Real-time voice-to-text transcription for desktop users.
✨ Key Features:
• Hotkey Recording (Alt+Q)
• Real-time Transcription
• Clipboard Integration
• Floating Overlay
• Smart Chunk Merging
📖 Summary:
Maivi is a cross-platform desktop application that provides real-time voice-to-text transcription. It uses AI models to convert speech into text, which is then displayed in a floating overlay and automatically copied to the clipboard. The application supports hotkey activation (Alt+Q) for starting and stopping recording and works on CPU, with optional GPU acceleration.
🔗 Links:
• View Project
================
🔓 Open Source
🌟 ThinkDashboard | JavaScript
🎯 Primary Use Case:
Organizing and quickly accessing bookmarks through a self-hosted dashboard.
✨ Key Features:
• Minimalist Design
• Keyboard Shortcuts
• Customizable Categories
• Theme Support
• Theme customization
📖 Summary:
ThinkDashboard is a lightweight, self-hosted bookmark dashboard designed for quick access to frequently used websites. It offers a minimalist interface, keyboard shortcuts, customizable categories, and theme support, allowing users to efficiently organize and access their bookmarks.
🔗 Links:
• View Project
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🔓 Open Source
🎯 Primary Use Case:
Organizing and quickly accessing bookmarks through a self-hosted dashboard.
✨ Key Features:
• Minimalist Design
• Keyboard Shortcuts
• Customizable Categories
• Theme Support
• Theme customization
📖 Summary:
ThinkDashboard is a lightweight, self-hosted bookmark dashboard designed for quick access to frequently used websites. It offers a minimalist interface, keyboard shortcuts, customizable categories, and theme support, allowing users to efficiently organize and access their bookmarks.
🔗 Links:
• View Project
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🔓 Open Source
🚀 voidauth | TypeScript
🎯 Primary Use Case:
Providing single sign-on (SSO) and user management for self-hosted applications.
✨ Key Features:
• OpenID Connect (OIDC) Provider
• Proxy ForwardAuth
• User Management
• User Self-Registration and Invitations
• Customizable Branding
📖 Summary:
VoidAuth is an open-source single sign-on (SSO) and user management provider designed for self-hosted applications. It offers features like OpenID Connect (OIDC) support, proxy forward authentication, user self-registration, customizable branding, and passkey support, aiming to simplify authentication and user management for self-hosted environments.
🔗 Links:
• View Project
• Homepage
================
🔓 Open Source
🎯 Primary Use Case:
Providing single sign-on (SSO) and user management for self-hosted applications.
✨ Key Features:
• OpenID Connect (OIDC) Provider
• Proxy ForwardAuth
• User Management
• User Self-Registration and Invitations
• Customizable Branding
📖 Summary:
VoidAuth is an open-source single sign-on (SSO) and user management provider designed for self-hosted applications. It offers features like OpenID Connect (OIDC) support, proxy forward authentication, user self-registration, customizable branding, and passkey support, aiming to simplify authentication and user management for self-hosted environments.
🔗 Links:
• View Project
• Homepage
================
🔓 Open Source
🚀 social-analyzer | JavaScript
🎯 Primary Use Case:
Analyzing and finding a person's profile across social media platforms for OSINT investigations, including detecting suspicious or malicious activities.
✨ Key Features:
• String & name analysis (Permutations and Combinations)
• Find a profile using multiple techniques (HTTPS library & Webdriver)
• Multi profile search (Used for correlation)
📖 Summary:
Social Analyzer is a tool designed for analyzing and finding a person's profile across numerous social media websites. It offers an API, CLI, and web application interface, incorporating various analysis and detection modules with a rating mechanism to minimize false positives. It can be used to investigate profiles related to suspicious activities.
🔗 Links:
• View Project
================
🔓 Open Source
🎯 Primary Use Case:
Analyzing and finding a person's profile across social media platforms for OSINT investigations, including detecting suspicious or malicious activities.
✨ Key Features:
• String & name analysis (Permutations and Combinations)
• Find a profile using multiple techniques (HTTPS library & Webdriver)
• Multi profile search (Used for correlation)
📖 Summary:
Social Analyzer is a tool designed for analyzing and finding a person's profile across numerous social media websites. It offers an API, CLI, and web application interface, incorporating various analysis and detection modules with a rating mechanism to minimize false positives. It can be used to investigate profiles related to suspicious activities.
🔗 Links:
• View Project
================
🔓 Open Source