langchain4j-aideepin

Magic is an AI collaboration platform for solo operators, small teams, and enterprises, bringing personal assistants, specialist agents, internal systems, and shared projects into one workspace. It can turn agent output into reports, dashboards, presentations, or spreadsheets while adding per-department, per-user, or per-agent budgets, approval gates for risky actions, and sandbox isolation. Users can choose the hosted service or self-host with Docker on macOS or Linux; Windows self-hosting is still planned.

Open WebUI provides a self-hosted interface for Ollama, local models, and OpenAI-compatible APIs, with built-in retrieval, user and group permissions, and an extensible plugin system. It can connect tools through MCP or OpenAPI and deploy through pip, Docker, or Kubernetes. Docker users need to mount the persistent data volume, or the application database can be lost when the container is removed.

NextChat provides a web, PWA, and desktop chat interface for GPT, Claude, Gemini, DeepSeek, and compatible self-hosted models. Users can keep prompt templates, manage long conversations, and deploy the service through Vercel or Docker. Online providers generally require their own API configuration, while browser data is stored locally on the device.

Glance creates a self-hosted start page that brings RSS feeds, calendars, streaming channels, and other widgets into one streamlined dashboard. Pages, columns, themes, and widget settings are defined in YAML, making the layout easy to keep in version control. It can run as a small standalone binary or through Docker, which suits personal start pages and homelab dashboards.