Vector Embedding Free Retrieval-Augmented Generation — While Prompt-RAG does come with its limitations, it can effectively serve as an alternative to traditional vector embedding RAG methods in specific cases. Introduction Prompt-RAG, akin to RAG, offers a vector database & embeddings free strategy to enhance Large Language Models (LLMs) for domain-specific applications. Unlike RAG, which necessitates data chunking…