awRAG API Documentation

awRAG (awrag.io) is a universal RAG-as-a-Service platform that provides secure document storage, semantic search, and retrieval capabilities for AI assistants. As a decoupled knowledge infrastructure, awRAG connects to any AI platform including Claude, ChatGPT, Gemini, and custom applications.

Key Features

• Universal Compatibility: Connect any AI platform via standard OAuth 2.0 and REST APIs
• Cross-Language Functionality: 100+ languages with true cross-language search capability - ask in Japanese, find knowledge from English docs
• Hybrid Search: Vector similarity (1024-dim) + keyword matching for optimal recall
• Intelligent Reranking: Advanced reranking with cross-encoder model (15-30% precision improvement)
• EU Data Sovereignty: EU only infrastructure - App hosted in Finland, Database in Switzerland
• SOC 2 Certified Infrastructure: Built on security-compliant systems with comprehensive audit logging
• Multi-tenant Security: Row-level security ensures complete data isolation
• Project-based Organization: Context-scoped searches within specific research projects

Base URL

Production: https://awrag.io