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...The platform also includes higher-level capabilities such as AI agents, document-backed knowledge bases, real-time voice chat, and Model Context Protocol integration for external tools. Its RAG functionality allows document upload and knowledge-base-driven interaction, while vector database support adds more scalable retrieval options. Deployment is streamlined with Docker Compose, and the project also includes internationalization and modular feature toggles for controlling what parts of the system are enabled. As a result, ChatOllama feels less like a single chatbot and more like a flexible self-hosted AI workspace.

...All data stays on the user’s device using local browser storage, making it highly secure and ideal for handling sensitive information. The app features a simple chatbot style interface that makes searching and accessing stored files fast and easy, while also offering import and export options for backups and transfers.