Github KoboldCPP

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KoboldCpp is a user-friendly AI text-generation software designed to run GGML and GGUF models. Inspired by the original KoboldAI, it offers a single, self-contained executable that simplifies deployment without the need for extensive configuration. Built upon llama.cpp, KoboldCpp extends functionality to include a versatile KoboldAI API endpoint, support for various model formats, Stable Diffusion image generation, speech-to-text capabilities, and a comprehensive user interface featuring persistent stories, editing tools, memory management, world information, author's notes, character creation, and scenario development. Key Features and Functionality: - Single Executable Deployment: No installation required; runs directly as a standalone file. - Model Compatibility: Supports a wide range of GGML and GGUF models, including LLAMA, LLAMA2, GPT-2, GPT-J, RWKV, and more. - Versatile API Endpoints: Provides multiple compatible API endpoints for popular web services, enhancing integration capabilities. - Image and Speech Processing: Includes native support for Stable Diffusion image generation and speech-to-text functionality via Whisper. - Comprehensive User Interface: Features tools for story editing, memory management, world-building, character creation, and scenario planning. - Cross-Platform Support: Available for Windows, Linux, macOS, and Android (via Termux), with ready-to-use binaries and support for platforms like Colab and Docker. Primary Value and User Solutions: KoboldCpp addresses the need for an accessible and efficient platform for AI-driven text and image generation. By offering a no-installation-required, single-file solution, it simplifies the deployment process for users across various platforms. Its extensive model support and versatile API endpoints enable developers and AI enthusiasts to integrate and manage multiple AI models seamlessly. The inclusion of image generation and speech processing capabilities broadens its applicability, making it a comprehensive tool for creative writing, interactive storytelling, and AI research. Furthermore, its cross-platform availability ensures that users can operate the software on their preferred systems without compatibility concerns.

Lobe

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Lobe is a user-friendly platform that empowers individuals to create, train, and deploy custom machine learning models without any prior coding experience. Designed with simplicity in mind, Lobe enables users to harness the power of artificial intelligence by providing an intuitive interface for building models tailored to their specific needs. Key Features and Functionality: - No-Code Model Training: Lobe allows users to train machine learning models by simply providing examples, eliminating the need for complex programming. - Intuitive Interface: The platform offers a straightforward drag-and-drop interface, making it accessible for users of all skill levels. - Real-Time Feedback: Users receive immediate feedback on their model's performance, facilitating quick adjustments and improvements. - Seamless Deployment: Lobe supports easy integration and deployment of trained models into various applications and platforms. Primary Value and Problem Solved: Lobe democratizes machine learning by removing technical barriers, enabling users from diverse backgrounds to develop AI solutions tailored to their unique challenges. By simplifying the model creation process, Lobe accelerates innovation and empowers users to implement machine learning in their projects without the need for extensive technical expertise.

BraveGPT

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BraveGPT is an innovative browser extension designed to enhance the Brave Search experience by integrating advanced AI capabilities. It provides users with AI-generated chat responses and concise search result summaries, streamlining information retrieval and comprehension. Key Features and Functionality: - AI Chat Integration: Engages users in interactive conversations, offering detailed answers and insights directly within the search interface. - Search Result Summarization: Delivers concise summaries of search results, enabling quicker understanding and decision-making. - Seamless Browser Integration: Operates smoothly within the Brave browser, maintaining a cohesive and user-friendly experience. Primary Value and User Solutions: BraveGPT addresses the challenge of information overload by providing clear, AI-generated summaries and interactive responses. This functionality enhances productivity and efficiency, allowing users to quickly grasp essential information without sifting through extensive search results. By integrating directly into the Brave browser, BraveGPT offers a seamless and intuitive tool for users seeking to optimize their online search experience.

VeritasChain Protocol (VCP)

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VeritasChain Protocol (VCP) is an open cryptographic audit protocol for algorithmic and AI-driven trading systems. It provides tamper-evident, independently verifiable audit trails for trading decisions and execution events, enabling regulators and auditors to verify record integrity without relying on trust in internal system logs. VCP is an audit and compliance infrastructure standard, not a SaaS application.

WelsonJS

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WelsonJS is a Windows-centric JavaScript runtime and automation framework designed for industrial, security-sensitive, and constrained environments where modern runtimes or build tools cannot be assumed. Built on top of native Windows scripting technologies and extended with carefully designed polyfills and native bridges, WelsonJS enables developers to write reliable, auditable, and portable JavaScript automation logic that runs consistently across a wide range of Windows versions—from legacy systems such as Windows 2000/XP to modern Windows 10/11. WelsonJS focuses on deterministic execution, minimal dependencies, and operational transparency, making it suitable for environments such as: * Industrial control systems (ICS/SCADA) * Security testing and cyber-range simulations * Government or enterprise networks with strict software installation policies * Air-gapped or offline systems * Legacy Windows infrastructures that must remain operational The framework provides: * A lightweight JavaScript execution environment without Node.js or modern browsers * Native access to Windows system components (filesystem, networking, processes, COM objects) * Script-based extensibility without build pipelines or package managers * Structured logging, tracing, and error handling for auditability * Optional integration points for cryptography, compression, networking, and automation workflows WelsonJS is developed as an open-source project under the Catswords OSS ecosystem and is intended for research, education, security validation, and industrial automation use cases, rather than consumer-oriented application development. By prioritizing compatibility, control, and survivability under constraints, WelsonJS enables developers to accomplish critical automation and analysis tasks even in adverse or highly restricted environments.

Kashera POS

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Kashera POS is a full-featured Android point-of-sale and business management system built specifically for kota shops, spaza stores, food trailers, and informal food businesses in South Africa's township economy. What Kashera does: Point-of-sale terminal — take orders and process sales instantly Works offline — no internet required, syncs automatically when connected Kitchen display system — route orders to kitchen staff in real time Stock and ingredient tracking — know exactly what you have and what you are running low on Staff management — multiple staff accounts with individual passcode login Business reports — daily sales, best-selling items, staff performance PDF receipts — professional receipts shared directly from your phone Void and refund management — manager-authorised with full audit trail Pricing: R249 per month. 14-day free trial. No credit card required. No contract. Why it is different: No other POS system in South Africa was built for the township informal economy. Kashera is the only one.

FilePilot FTP Client - Desktop

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FilePilot is a free, open-source desktop client for fast and secure file transfers over SFTP, FTP, FTPS, SCP, S3, WebDAV, and major cloud storage providers. Built on Tauri with a Rust-powered engine, it offers a dual-pane browser, resumable multi-threaded transfers, folder sync with conflict resolution, JavaScript macro automation, and on-device AES-256 encrypted credentials with zero telemetry. FilePilot is a free, open-source desktop application for moving files to and from any server — a single tool that replaces your FTP client, S3 browser, and cloud drive apps. It connects over FTP, SFTP, FTPS, SCP, Amazon S3 (plus MinIO/Ceph), WebDAV, and cloud storage like Google Drive, Dropbox, OneDrive, and Azure Blob Storage, including support for SSH jump hosts and SOCKS5/HTTP proxies. The dual-pane file browser puts your local machine and remote server side by side, with drag-and-drop transfers, folder comparison, synchronized browsing, and built-in directory analysis and search. Beyond simple transfers, FilePilot lets you edit remote files directly, diff file versions, batch rename with regex, manage Unix permissions visually, and compress/extract archives server-side over SSH — without downloading anything locally. Its Rust-powered transfer engine (built on Tauri, not Electron) delivers multi-threaded, resumable transfers with real-time progress, checksum validation, bandwidth scheduling, and webhook alerts to Slack, Discord, or Teams. A backup scheduler and two-way folder sync with conflict resolution keep directories in step, and an offline queue holds pending transfers safely if your connection drops. Security is local-first: all credentials are encrypted on-device with AES-256-GCM behind a master password (600,000 rounds of PBKDF2), and FilePilot never transmits or has visibility into your passwords. Teams can optionally layer on the Enterprise Vault for centralized credential provisioning, IP allowlisting, and audit logging. Power users get a built-in JavaScript macro editor for automating repetitive tasks, an extensible plugin SDK for custom protocols and panels, a command palette (Ctrl+K), multi-tab workflows, and a migration wizard to import existing sites from FileZilla or WinSCP. FilePilot runs natively on Windows 10+, macOS Big Sur+, and major Linux distributions. It's 100% free and open source under the MIT License — no premium tiers, no accounts, no telemetry.

FilePilot Shell

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FilePilot Shell is a premium multi-tab terminal emulator built on Tauri and Rust, designed for developers and sysadmins who manage local shells and remote SSH sessions. It combines a lightning-fast, low-footprint interface with zero-knowledge encryption, multi-pane sync, and AI-assisted command suggestions. FilePilot Shell is a modern, lightning-fast terminal emulator built on Tauri and Rust, designed for developers, sysadmins, and power users who work across local shells and remote SSH connections. It offers multi-tab layouts with pane splits and a Unified Sync Manager for broadcasting commands across grouped panes in real time — ideal for managing multiple servers at once. Security is handled with zero-knowledge, AES-256-GCM client-side encryption for stored SSH keys and profiles, with optional integration into an enterprise vault (HashiCorp Vault compatible) for centralized credential management. Built-in PTY session recording lets teams capture, replay, and audit terminal activity, while startup macros (JavaScript or Shell) automate environment setup on connection. An integrated AI shell copilot provides context-aware auto-completion, error correction for failed commands, and natural-language-to-CLI generation. FilePilot Shell supports native shells on Windows (PowerShell, CMD, WSL), macOS, and Linux (zsh, bash, fish), plus serial/COM connections for hardware work — all running on a lightweight (<45MB idle) Rust backend with a WebGL/Canvas renderer for fast text rendering, Nerd Font ligature support, and configurable SSH options like agent forwarding, proxy routing, and keepalive tuning.

FilePilot Enterprise Vault

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Team credential vault for secure server access — no shared passwords, full audit trail. FilePilot Enterprise Vault is a free, open-source, self-hosted credential server that lets teams share access to FTP, SFTP, FTPS, SCP, S3, and WebDAV servers without ever passing around raw passwords or keys. Instead of emailing credentials, admins provision connection profiles once and issue each teammate a scoped, revocable access token. Every credential is protected with two-tier AES-256-GCM envelope encryption, organized into isolated Vault Groups — each with its own encryption key, IP allowlist, and choice of KMS provider (AWS, Azure, GCP, or HashiCorp Vault). Role-based access control (Admin, Manager, Operator, Auditor) with 20+ granular permissions ensures people only touch what they're supposed to, enforced server-side on every API call. Built for compliance-sensitive teams, the Vault keeps a tamper-evident, hash-chained audit log of every action, streams events to your SIEM via HMAC-signed webhooks, and supports legal/preservation holds to freeze data for regulatory review. A built-in compliance dashboard summarizes encryption, access, audit, and session posture in one view — ready for SOC 2 or HIPAA audits. Setup takes minutes via a browser-based wizard, with support for SQLite, PostgreSQL, or MySQL. Real-time WebSocket sync means token revocations, file reverts, and hold status changes take effect instantly across connected clients. Deploy it anywhere — Docker, on-prem, or your own cloud — with no per-seat cost, no telemetry, and full MIT-licensed source. Best for: Engineering, DevOps, and IT teams who need centralized, auditable, role-based access to shared infrastructure credentials without relying on password managers or spreadsheets. Key features: Central credential vault with encrypted, per-group storage Role-based access control with 20+ fine-grained permissions Scoped, revocable, expiring access tokens Tamper-evident hash-chain audit logging + SIEM webhook integration Legal hold / write-freeze for compliance investigations File version history with one-click remote revert Multi-KMS support (AWS, Azure, GCP, HashiCorp Vault) Self-hosted, MIT licensed, zero telemetry