minima: Minima is an open-source, on-premises RAG (Retrieval Augmented Generation) solution designed to query local documents securely. It offers flexible deployment options, including fully local operation with Ollama, integration with custom OpenAI-compatible LLMs, and connectivity with popular AI assistants like ChatGPT and Anthropic Claude.; MaxKB: MaxKB is an open-source platform for building enterprise-grade AI agents with integrated RAG pipelines, workflow orchestration, and MCP tool-use capabilities. It supports direct document upload, automatic web crawling, and multiple embedding models for knowledge base construction. Widely used for intelligent customer service, internal knowledge bases, and academic research applications.
Building secure, fully on-premises RAG systems using local LLMs like Ollama.
Building intelligent customer service bots with enterprise knowledge bases