MyScale is a brand that offers a powerful solution to enhance the accuracy and reliability of Large Language Models (LLMs). LLMs are advanced AI systems known for providing informative responses but can occasionally generate inaccurate answers on unfamiliar topics, a phenomenon called hallucination. MyScale aims to address this issue by teaching LLMs to always answer with facts, not fiction.

By adding relevant facts and supporting documents to the query, the chance of reducing hallucinations is increased. MyScale suggests using vector search-based methods, such as keyword-based and vector search-based retrieval, to retrieve relevant documents and ensure the LLM's response is accurate. To automate the entire process, MyScale utilizes SQL and vector search, allowing LLMs to write SQL queries and perform complex searches.

This approach improves efficiency, flexibility, and the overall performance of LLMs. With MyScale, LLMs can receive relevant information and provide more accurate answers, making them a dependable source of knowledge