WeKnora

WeKnora is an open-source, LLM-powered framework designed for enterprise-grade document understanding, semantic retrieval, and autonomous reasoning. It features a ReAct agent for complex multi-step tasks and a Wiki mode that distills raw documents into a structured, interlinked knowledge base. The platform supports multi-source data ingestion, various LLM integrations, and flexible deployment options to ensure complete data sovereignty.

WeKnora is an open-source, modular knowledge framework designed to transform enterprise documents into living, queryable assets through RAG, autonomous ReAct agents, and an automated Wiki system. By providing a highly extensible architecture, it allows users to swap LLMs, vector databases, and storage backends while maintaining full data sovereignty through self-hosted deployments. The project addresses the challenge of fragmented enterprise information by orchestrating multi-source ingestion and complex reasoning tasks, making it a robust solution for teams needing a continuously evolving, interlinked knowledge base.