OpenRAG is a package to build agentic Retrieval Augmented Generation applications that comes with all necessary components out of the box. It’s a new open-source initiative led by IBM leveraging other popular open-source projects.

Niklas Heidloff

OpenRAG is an IBM-led open-source package that bundles Docling (document text extraction), Langflow (visual flow builder), and OpenSearch (semantic search) to enable rapid development of agentic RAG applications. It supports multiple model providers (OpenAI, Anthropic, watsonx.ai, Ollama) and cloud storage integrations (AWS, Google, Microsoft), allowing developers to build and customize RAG pipelines locally within minutes.

From Zero to Agentic Search in 15 Minutes with OpenRAG

<p>i wasnt able to make it work. Reported several bugs that i overcome, but ingestion of documents doesnt work for me and I have no clue why.</p>
