The biggest fear with AI is that it will make things up. This is known as ‘hallucination.’ To prevent hallucination, we need to configure the AI to stick to the provided context (SOPs) and say ‘I don’t know’ if the answer isn’t in the manual. In this article, we’ll explore how to configure the ‘Temperature’ and ‘System Prompt’ in n8n to achieve this.
First, let’s understand the concept of hallucination. Hallucination occurs when the AI generates an answer that is not based on the provided context. This can happen when the AI is trained on a large dataset, but the training data is not representative of the real-world scenario.
To prevent hallucination, we need to configure the AI to stick to the provided context. This can be achieved by setting the ‘Temperature’ parameter in n8n. The ‘Temperature’ parameter controls the level of creativity of the AI. When set to a low value, the AI will provide more factual and less creative responses.
Additionally, we need to configure the ‘System Prompt’ in n8n. The ‘System Prompt’ parameter controls the context in which the AI generates responses. By setting the ‘System Prompt’ to the relevant SOP or manual, we can ensure that the AI sticks to the provided context.
By configuring the ‘Temperature’ and ‘System Prompt’ parameters in n8n, we can prevent hallucination and ensure that the AI provides accurate and reliable responses. Contact us to learn more about how to configure n8n for hallucination control.
Leave a Reply