$schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json
inputs:
  query:
    type: string
    default: When will my order be shipped?
outputs:
  response:
    type: string
    reference: ${generate_response.output}
nodes:
- name: classify_with_llm
  type: llm
  source:
    type: code
    path: classify_with_llm.jinja2
  inputs:
    deployment_name: gpt-35-turbo
    max_tokens: 128
    query: ${inputs.query}
  connection: open_ai_connection
  api: chat
- name: class_check
  type: python
  source:
    type: code
    path: class_check.py
  inputs:
    llm_result: ${classify_with_llm.output}
- name: order_search
  type: python
  source:
    type: code
    path: order_search.py
  inputs:
    query: ${inputs.query}
  activate:
    when: ${class_check.output}
    is: order_search
- name: product_info
  type: python
  source:
    type: code
    path: product_info.py
  inputs:
    query: ${inputs.query}
  activate:
    when: ${class_check.output}
    is: product_info
- name: product_recommendation
  type: python
  source:
    type: code
    path: product_recommendation.py
  inputs:
    query: ${inputs.query}
  activate:
    when: ${class_check.output}
    is: product_recommendation
- name: generate_response
  type: python
  source:
    type: code
    path: generate_response.py
  inputs:
    order_search: ${order_search.output}
    product_info: ${product_info.output}
    product_recommendation: ${product_recommendation.output}
environment:
    python_requirements_txt: requirements.txt