qanything.ai: Empowering Enterprises with Secure, Accurate Local Knowledge Retrieval

qanything.ai is a powerful, open-source, enterprise-grade local knowledge base Q&A tool designed to securely manage and retrieve information within organizations. Built with a self-developed RAG engine, it delivers high-quality document parsing and precise semantic segmentation, supporting multiple formats like DOC, PPT, XLS, PDF, and more—with special optimizations for tables, images, and hierarchical headings. Its advanced cross-language search capabilities and hybrid retrieval (semantic + keyword) ensure top-tier accuracy and recall. The tool also features graph-based retrieval, leveraging local LLMs to understand entity relationships for superior performance on long-form content. Fully offline and privately deployable, qanything.ai provides enterprise-grade security and control while offering rich, source-tracked answers with visual elements. Ideal for teams needing reliable, confidential AI-driven knowledge access.

Key Features:

• Self-developed RAG Engine with high-precision semantic segmentation
• Support for multiple document formats (DOC, PPT, XLS, DOCX, PPTX, PDF) with format-specific optimizations
• Advanced parsing of tables, images, and multi-level document structures
• Cross-language retrieval with industry-leading accuracy
• Hybrid search combining semantic and keyword-based retrieval for improved recall and precision
• Graph-based retrieval using local LLMs to map entities and relationships in text
• Full offline, private deployment for enhanced data security
• Clear answer organization with source citations and support for rich media (images, tables)
• Open-source foundation enabling customization and transparency

Pricing: qanything.ai offers a Free tier with open-source access and a paid enterprise model for advanced features and support.

Conclusion: qanything.ai stands out as a robust, secure, and intelligent local knowledge management solution, perfect for organizations that demand accuracy, privacy, and rich content understanding—all without relying on external cloud services.