Low-Hanging Fruit for RAG Search - jxnl.co

As this technology continues to develop, helpful optimizations that can aid accuracy and consistency have been developed in parallel. Firstly, a very commonly sought feature is to enable the transformer model to display direct citations from the knowledge database, showing the embedding matches it found and used to generate its response. This allow... See more

those documents—often, searching in a vector database—is not very sophisticated. If the user asks a complicated or confusing question, there’s a good chance the RAG system will retrieve the wrong documents and the chatbot will return the wrong answer.