Unlike conventional RAG pipelines that rely on fixed retrieval patterns, OpenRAG enables agentic retrieval, where AI dynamically decides how to retrieve and reason over information based on the task at hand.

With OpenRAG you can:

• Build agent-powered RAG workflows that adapt to query complexity
• Combine best-of-breed open technologies including LangFlow, OpenSearch, and Docling
• Reason across multiple sources to deliver more accurate, context-aware AI responses
• Prototype and iterate quickly without building complex pipelines from scratch

When you’re ready, seamlessly scale what you’ve built to OpenRAG on watsonx.data with enterprise governance, security, and operational reliability—without rebuilding your architecture.