Retrieval Augmented Generation with Huggingface Transformers and Ray
Huggingface and Ray just made RAG deployments 10x easier—here's why that matters for your AI stack.

Why it matters
A technical collaboration between Huggingface and Ray demonstrating enterprise-ready implementation of Retrieval Augmented Generation, lowering the barrier for companies to deploy production AI systems that combine language models with live data retrieval.
The key facts
7 to knowHuggingface Transformers x Ray partnership
Retrieval Augmented Generation (RAG) technical implementation
Published February 2021
Enterprise deployment tooling focus
Hugging Face Transformers + Ray integration
Focus on Retrieval Augmented Generation (RAG) architecture
Open-source implementation approach
Go to the source
Hugging Face Bloghuggingface.co