Discord AI Agent leverages the Discord API and OpenAI-compatible LLMs to transform any server into an interactive AI chat environment. Developers can register custom plugins to handle slash commands, message events, or scheduled tasks, while built-in memory storage retains conversation context for coherent multi-turn dialogues. The framework supports asynchronous execution, configurable models, prompt templates, and logging for debugging. By editing a single YAML or JSON configuration, you can define API keys, model preferences, command prefixes, and plugin directories. Its extension-friendly architecture allows adding specialized functionality such as moderation, trivia games, or customer support bots. Whether running locally or deploying on cloud platforms, Discord AI Agent simplifies the process of building flexible, maintainable AI agents for community engagement.

Just Chat delivers a complete self-hosted chat interface for interacting with large language models. By inputting API keys for providers like OpenAI, Anthropic, or Hugging Face, users can start multi-turn conversations with memory support. The platform enables attachments, letting users upload documents for context-aware Q&A. Plugin integration allows external tool calls such as web search, calculations, or database queries. Developers can design custom prompt templates, control system messages, and switch between models seamlessly. The UI is built using React and Node.js, offering a responsive web experience on desktop and mobile. With its modular plugin system, users can add or remove features easily, tailoring Just Chat to customer support bots, research assistants, content generators, or educational tutors.