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Updated 2 months ago

I am using two different approaches in

I am using two different approaches in advanced RAG. I want to switch to option 2 in case 1 fails. I am depending on the response string and using an if else construct to switch between the approaches. For example if "I'm sorry but..." in response.response: use_approach_2. Is there any other way to do this?

9 comments

WWhiteFang_Jr

You could validate the response using LLM itself I guess in this case:

Plain Text

validating_prompt = ("You are here to validate a response..."
"Return False if the response is not helping answering the question."
"Question: {query}"
"Response: {Bot response}"
"Feedback:"
)

feedback = llm.complete(validatng_prompt.format(ADD ALL THE PARAMS)

Based on the feedback you can suse next condition

kkush2861

hey thanks. I guess this should work with a query engine too right?

WWhiteFang_Jr

No this one is after you get a response from query engine, to validate and choose the if case or else case

WWhiteFang_Jr

If the bot says I'm not able to ansdwer the LLM will say False and based on that you can move to else case

kkush2861

Ohkay got it. Thanks

kkush2861

I tried this but doesn't work always

kkush2861

works with few queries not with all

WWhiteFang_Jr

What is the prompt that you defined? The one that i shared above is just an example it will not cover all the cases.

kkush2861

Okay. Let me try

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