How to create a global flow

[megh-khaire]

Hello!

Is there a way to force all users to pass through a flow?
Ik we can use user..., but for that to work we need an alternate flow

This is my flow:

define bot user query foul
  "I'm sorry, I can't respond to that.|bot_response_foul_input"

define bot response foul
  "I'm sorry, I can't respond to that.|bot_response_foul_output"

define bot not enough information
  "I do not have enough information to respond to your message. Could you please be more specific?|bot_response_no_info"

define flow self check input
  $allowed = execute self_check_input

  if not $allowed
    bot user query foul
    stop

define flow self check output
  $allowed = execute self_check_output

  if not $allowed
    bot response foul
    stop

define subflow use non rag pipeline
  $response = execute generate_non_rag_response(zdict=$zdict)
  bot $response

define subflow use rag pipeline
  $response = execute generate_rag_response(zdict=$zdict)

  $some_condition = classify_response($response)
  if not $some_condition
    bot not_enough_information
  else
    bot $response

define flow engine
  user ...
  $query_type = execute classify_user_query(zdict=$zdict)
  if $query_type == "GENERIC_QUERY"
    do use non rag pipeline
  else if $query_type == "RAG_QUERY"
    do use rag pipeline
  else
    bot not enough information

I want everything to go through engine

[drazvan]

Hi @megh-khaire! This should work with a small tweak. The user ... matches all user canonical forms. But in your case you don't have any defined. So, if you go ahead and define at least one, it should start working, e.g.

define user says something
  "hi"

Now, if you do just that, you will see that it will make an LLM call to determine the canonical form, which you don't need in your case. To overcome this, you can set the following flag:

rails:
  dialog:
    user_messages:
      embeddings_only: True

With this setting, for every user message, the canonical form will be determined purely based on the embedding, and it will only be the same, i.e., user says something.

Let me know if this works for you.

[megh-khaire]

Hey @drazvan thank you for replying.
Amazing project btw.
Thank you for doing this :)

I did something similar:

define bot user query foul
  "I'm sorry, I can't respond to that.|bot_response_foul_input"

define bot response foul
  "I'm sorry, I can't respond to that.|bot_response_foul_output"

define bot not enough information
  "I do not have enough information to respond to your message. Could you please be more specific?|bot_response_no_info"

define flow self check input
  $allowed = execute self_check_input

  if not $allowed
    bot user query foul
    stop

define flow self check output
  $allowed = execute self_check_output

  if not $allowed
    bot response foul
    stop

define subflow use non rag pipeline
  $response = execute generate_non_rag_response(zdict=$zdict)
  bot $response

define subflow use rag pipeline
  $response = execute generate_rag_response(zdict=$zdict)

  $some_condition = classify_response($response)
  if not $some_condition
    bot not_enough_information
  else
    bot $response

define user generic query
  "generic query"

define flow generic query
  user express generic query
  do use non rag pipeline

define flow engine
  user ...
  $query_type = execute classify_user_query(zdict=$zdict)
  if $query_type == "GENERIC_QUERY"
    do use non rag pipeline
  else if $query_type == "RAG_QUERY"
    do use rag pipeline
  else
    bot not enough information