Learn more Facebook and AI startup Hugging Face today open-sourced Retrieval Augmented Generation (RAG), a natural language processing model that finds and interprets contextual information to ...

RAG, as you’ll recall, is the widely-used technique that enterprises and organizations can deploy to hook an AI large language model (LLM) such as OpenAI’s GPT-4o, Google’s Gemini 2.5 Flash ...

Retrieval-augmented generation, or RAG, allows LLMs to draw on information from outside their training datasets. Increasing the amount of knowledge available to a language model enables it to ...

Whereas fine-tuning is permanent, RAG retrains an LLM temporarily, which prevents one user’s preferences and reference material from rewiring the entire model in unintended ways. Testing the ...