Hallucinations

AI could gives wrong information, reduce hallucination with Prompt Engineering

Prompt Engineering Techniques to Reduce Hallucinations

Include

• Include instructions of requesting the model not to make up stuff but stay with facts.

Restrict

• Restrict the output

Add

• Add Chain of Thought style of instruction, “Solve the problem step by step.”

Repeat

• Repeat most important instructions in the prompt a couple of times.

Position

• Position most important instructions in the last making use of latency effect.

I don't know

• tell the prompt: say I don't know if you don't know the answer

Ground AI on the data you have learned it

• if the data that i provide is not the company data say: i don't know