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Ragflow features

What you can do with Ragflow, fully managed by Elestio.

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. When integrated with LLMs, it is capable of providing truthful question-answering capabilities, backed by well-founded citations from various complex formatted data.

Quality in, quality out

Deep document understanding-based knowledge extraction from unstructured data with complicated formats. Finds "needle in a data haystack" of literally unlimited tokens.

Template-based chunking

Intelligent and explainable. Plenty of template options to choose from.

Grounded citations with reduced hallucinations

Easily see which assets are assigned, to whom, and their physical location. Check them back into inventory with one click, or click through to see the asset's complete history. Seeing what assets are currently deployed, pending (brand new awaiting software installs, out for repair), ready to deploy, or archived (lost/stolen, or broken) is quick and easy.

Automated and effortless RAG workflow

Streamlined RAG orchestration catered to both personal and large businesses. Configurable LLMs as well as embedding models. Multiple recall paired with fused re-ranking. Intuitive APIs for seamless integration with business.

Explore Ragflow on Elestio

Ragflow runs on a dedicated instance, with backups, monitoring, SSL and updates handled by Elestio. Learn more about the software and everything included with the managed service.

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