The idea of injecting domain knowledge into LLMs can certainly help, but they don't fix the problem entirely. There are still plenty of opportunities to halluci

The idea of injecting domain knowledge into LLMs can certainly help, but they don't fix the problem entirely. There are still plenty of opportunities to hallucinate - for example, ChatGPT still regards the phrase "LLM" to refer to a law degree, and domain knowledge won't fix that unless it is explicitly spelled out in the prompt. This article is provides a similar overview: https://zilliz.com/blog/ChatGPT-VectorDB-Prompt-as-code https://zilliz.com/blog/ChatGPT-VectorDB-Prompt-as-code (I work at Zilliz).