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Is there a way to pass variables to System Prompt via an api call for Conversational Retrieval QA Chain or Tool Agent or Conversation Chain? #2991

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vijaykammili opened this issue Aug 10, 2024 · 12 comments · Fixed by #3129
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enhancement New feature or request in-work Issue in work

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@vijaykammili
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@HenryHengZJ How can i pass variables to the System Prompt via the API?

image

I know the following works for nodes that have promptValues defined like Chat Prompt Template. Is there something like this for Conversational Retrieval QA Chain or Tool Agent or Conversation Chain? Trying to find a way so I don't have to override the whole system prompt and just pass the variables necessary.

{"question": "Hi",
"overrideConfig": {
"promptValues": {
"input_language": "French",
"output_language": "Italian"
}
}
}

@HenryHengZJ
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Just added a PR for that #2986

@vijaykammili
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Fantastic! Thanks a lot, @HenryHengZJ

@vijaykammili
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@HenryHengZJ: This works when you send the variables for the 1st turn but doesn't work for the subsequent turns.

Here is an example:

1st Turn:

Input Payload:

{
"question": "Hello",
"overrideConfig": {
"sessionId": "88880",
"vars" : {
"date": "Jun 4 2024"
}
}
}

Output: Jun 4 2024

2nd Turn

Input Payload:

{
"question": "Hello",
"overrideConfig": {
"sessionId": "88880",
"vars" : {
"date": "Jun 5 2024"
}
}
}

Output: Jun 4 2024

image

Also, does this work for Tool Agent?

@HenryHengZJ
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@vijaykammili in your case, you will need to turn off the cache: DISABLE_CHATFLOW_REUSE https://docs.flowiseai.com/configuration/environment-variables

@HenryHengZJ HenryHengZJ added enhancement New feature or request in-work Issue in work labels Aug 17, 2024
@vijaykammili
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@HenryHengZJ - Thank you. I tried to turn off cache and I still have the same issue.

@HenryHengZJ
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does it work if you try a simple conversation chain?
image

@vijaykammili
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@HenryHengZJ - Nope. It doesn't. I tested it with a conversation chain.

@schieck0
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Same problem here, I can't pass a variable through the API. I tried type static and runtime, but the value doesn't change.
image
image

@HenryHengZJ
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HenryHengZJ commented Aug 31, 2024

Im not sure why but it works for me.

1.) 1st request:
image

2.) 2nd request:
image

using a simple flow:
image
image

@vijaykammili
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@HenryHengZJ - I tested this again today on version 2.0.7 for Conversation Chain, Tool agent and Conversational Retrieval QA Chain and this is working as expected. Not sure what changed but glad it's working. Thank you.

@vijaykammili
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@HenryHengZJ - I've done some additional testing. Is there a limit to the number of variables you can pass via the API? some of the variables don't get passed, it's very inconsistent. Tested with Simple Conversation Chain, Tool Agent and Conv QA Retrieval Chain.
image
image

@vijaykammili vijaykammili reopened this Sep 2, 2024
@HenryHengZJ HenryHengZJ linked a pull request Sep 2, 2024 that will close this issue
@HenryHengZJ
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@vijaykammili good spot! put up a bugfix here: #3129

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3 participants