$schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json
environment:
  python_requirements_txt: requirements.txt
inputs:
  math_question:
    type: string
    default: If a rectangle has a length of 10 and width of 5, what is the area?
outputs:
  code:
    type: string
    reference: ${code_refine.output}
  answer:
    type: string
    reference: ${final_code_execution.output}
nodes:
- name: final_code_execution
  type: python
  source:
    type: code
    path: code_execution.py
  inputs:
    code_snippet: ${code_refine.output}
- name: math_example
  type: python
  source:
    type: code
    path: math_example.py
  inputs: {}
- name: code_refine
  type: python
  source:
    type: code
    path: code_refine.py
  inputs:
    original_code: ${code_gen.output}
- name: code_gen
  type: llm
  source:
    type: code
    path: ask_llm.jinja2
  inputs:
    # This is to easily switch between openai and azure openai.
    # deployment_name is required by azure openai, model is required by openai.
    deployment_name: gpt-35-turbo
    model: gpt-3.5-turbo
    question: ${inputs.math_question}
    examples: ${math_example.output}
  connection: open_ai_connection
  api: chat