Mimrr is an innovative solution that leverages AI to automate the documentation of codebases, making it easier for development teams to onboard, understand complex code, and review errors. By capturing and organizing code into clear and coherent documentation, Mimrr ensures that your vision is effortlessly understood, leaving you free to focus on building amazing products. Whether you're dealing with legacy code or new projects, Mimrr uses its self-hosted AI to eliminate the burden of manual documentation.

Mneme AI is an offline AI assistant tailored to help you manage and utilize your notes, documents, and books. It offers personalized responses, leveraging your saved content and providing verifiable answer trails to ensure accuracy. With the built-in text editor, you can easily write and store new notes, or add existing PDFs. Mneme AI runs entirely on your device, ensuring data privacy and accessibility even without an internet connection. Recommended for iPhone 14 or newer to ensure optimal performance, it supports the English language and falls under the productivity category.

Ollama Bot is a Node.js-based AI agent designed to run on Discord servers, leveraging the Ollama CLI and local LLM models for generating conversational responses. It establishes a persistent chat context, allowing users to maintain topic continuity over multiple messages. Administrators can define custom prompts, set model parameters, and restrict commands to specific roles. The bot supports multiple LLM models, automatically manages message queues for high throughput, and logs interactions for audit purposes. Installation involves cloning the repository, installing dependencies via npm, and configuring environment variables such as the Discord bot token and Ollama settings. Once deployed, the bot listens for slash commands, forwards queries to the Ollama model, and posts generated replies directly in Discord channels.