Prompt engineering on ChatGSE #11
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I really like your bioCypher and ChatGSE. I am also building a chat assistant to help do some single-cell analysis and interpretation. I think the current prompt can be improved in some ways. For example, adding the more specific role of both user and the assistant. Such as "You are an expert in some field". "GPT wants to imitate, not succussed so If we want to succeed, we need to ask it." This is an interesting psychological quirk in LLMs, mentioned at State of GPT by OpenAI.
Adding more examples in the prompt also known as few-shot:
However, few shot prompting has limitations on reasoning. I think the chain of reasoning may be better at it, mentioned by OpenAI's GPT best practice and to Instruct the model to work out its own solution before rushing to a conclusion. However, this requires more $ to process. |
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This is a discussion thread to share experiences with prompts and share successful (or ineffective) prompt set JSON files. Join the conversation!
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