What is Retrieval Augmented Generation?

Key Takeaways

what is retrieval augmented generation also known as RG or grounding R is a new AI framework that combines large language models with external knowledge bases to improve the accuracy of model response imagine you have a Wikipedia page on T Swift that you like all your answers to gr it on it's your source of Truth RG retrieves information through the Wikipedia API using tax beding combine Dural prompt with retrieve contacts send it to the LM to generate the final output for example1 as LM how many record had Terra Swift sold globally if the isn't tra on the most recent data the model give you a wrong response by using Wikipedia API as my knowledge base I can secure the correct response because it's grounded on the given knowledge base is like a cheat sheet for the ads check out the RG blog post yourself and share the comments down below