$schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json
environment:
  python_requirements_txt: requirements.txt
inputs:
  url:
    type: string
    default: https://play.google.com/store/apps/details?id=com.twitter.android
outputs:
  category:
    type: string
    reference: ${convert_to_dict.output.category}
  evidence:
    type: string
    reference: ${convert_to_dict.output.evidence}
nodes:
- name: fetch_text_content_from_url
  type: python
  source:
    type: code
    path: fetch_text_content_from_url.py
  inputs:
    url: ${inputs.url}
- name: summarize_text_content
  use_variants: true
- name: prepare_examples
  type: python
  source:
    type: code
    path: prepare_examples.py
  inputs: {}
- name: classify_with_llm
  type: llm
  source:
    type: code
    path: classify_with_llm.jinja2
  inputs:
    deployment_name: gpt-35-turbo
    model: gpt-3.5-turbo
    max_tokens: 128
    temperature: 0.2
    url: ${inputs.url}
    text_content: ${summarize_text_content.output}
    examples: ${prepare_examples.output}
  connection: open_ai_connection
  api: chat
- name: convert_to_dict
  type: python
  source:
    type: code
    path: convert_to_dict.py
  inputs:
    input_str: ${classify_with_llm.output}
node_variants:
  summarize_text_content:
    default_variant_id: variant_0
    variants:
      variant_0:
        node:
          type: llm
          source:
            type: code
            path: summarize_text_content.jinja2
          inputs:
            deployment_name: gpt-35-turbo
            model: gpt-3.5-turbo
            max_tokens: 128
            temperature: 0.2
            text: ${fetch_text_content_from_url.output}
          connection: open_ai_connection
          api: chat
      variant_1:
        node:
          type: llm
          source:
            type: code
            path: summarize_text_content__variant_1.jinja2
          inputs:
            deployment_name: gpt-35-turbo
            model: gpt-3.5-turbo
            max_tokens: 256
            temperature: 0.3
            text: ${fetch_text_content_from_url.output}
          connection: open_ai_connection
          api: chat