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67 lines
2.3 KiB
YAML
67 lines
2.3 KiB
YAML
$schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json
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environment:
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python_requirements_txt: requirements.txt
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inputs:
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chat_history:
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type: list
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default:
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- inputs:
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question: What is the weather like in Boston?
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outputs:
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answer: '{"forecast":["sunny","windy"],"location":"Boston","temperature":"72","unit":"fahrenheit"}'
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llm_output:
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content: null
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function_call:
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name: get_current_weather
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arguments: |-
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{
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"location": "Boston"
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}
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role: assistant
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is_chat_history: true
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question:
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type: string
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default: How about London next week?
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is_chat_input: true
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outputs:
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answer:
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type: string
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reference: ${run_function.output}
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is_chat_output: true
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llm_output:
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type: object
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reference: ${use_functions_with_chat_models.output}
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nodes:
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- name: run_function
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type: python
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source:
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type: code
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path: run_function.py
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inputs:
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response_message: ${use_functions_with_chat_models.output}
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- name: use_functions_with_chat_models
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type: llm
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source:
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type: code
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path: use_functions_with_chat_models.jinja2
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inputs:
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deployment_name: gpt-35-turbo
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temperature: '0.7'
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top_p: '1.0'
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stop: ''
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max_tokens: '256'
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presence_penalty: '0'
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frequency_penalty: '0'
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logit_bias: ''
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functions: '[{"name":"get_current_weather","description":"Get the current weather
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in a given location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The
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city and state, e.g. San Francisco, CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}},{"name":"get_n_day_weather_forecast","description":"Get
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an N-day weather forecast","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The
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city and state, e.g. San Francisco, CA"},"format":{"type":"string","enum":["celsius","fahrenheit"],"description":"The
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temperature unit to use. Infer this from the users location."},"num_days":{"type":"integer","description":"The
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number of days to forecast"}},"required":["location","format","num_days"]}}]'
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function_call: auto
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question: ${inputs.question}
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chat_history: ${inputs.chat_history}
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connection: open_ai_connection
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api: chat |