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.

Solace AI is a modular AI agent framework enabling you to deploy your own conversational assistant on your infrastructure. It offers context memory management, vector database support for document retrieval, plugin hooks for external integrations, and a web-based chat interface. With customizable system prompts and fine-grained control over knowledge sources, you can create agents for support, tutoring, personal productivity, or internal automation without relying on third-party servers.

Visualig AI provides a modular, self-hostable environment where you can configure and deploy RESTful endpoints for text-based chat, image processing and generation, code completion and generation, as well as video synthesis. It integrates with major AI providers—such as OpenAI, Stable Diffusion, and video-generation APIs—allowing you to rapidly prototype multi-modal agents. All features are accessible via simple HTTP calls, and the codebase is fully open-source for customization and extension.

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.

AimeBox provides a comprehensive, self-hosted environment for building and running AI agents. It integrates with major LLM providers, stores dialogue state and embeddings in a vector database, and supports custom tool and function calling. Users can configure memory strategies, define workflows, and extend capabilities via plugins. The platform offers a web-based dashboard, API endpoints, and CLI controls, making it easy to develop chatbots, knowledge assistants, and domain-specific digital workers without relying on third-party services.

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.