The Limitations and Advantages of Retrieval Augmented Generation (RAG)

The Practical Limitations and Advantages of Retrieval Augmented Generation (RAG)

The Value of RAG

Imagine RAG as highly intelligent librarian who can sift through a digital library in seconds to answer your questions. Sometimes the librarian finds relevant and useful information to answer your questions , but other times they miss the mark.

Let’s explore situations in which RAG excels and those in which it falls short. In a future work, I will explore a series of approaches …

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