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78 lines
1.9 KiB
YAML
78 lines
1.9 KiB
YAML
$schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json
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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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question:
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type: string
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default: What is ChatGPT?
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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: ${augmented_chat.output}
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is_chat_output: true
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nodes:
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- name: extract_query_from_question
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type: llm
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source:
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type: code
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path: extract_query_from_question.jinja2
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inputs:
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# This is for easily switch between openai and azure openai.
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# deployment_name is required by azure openai, model is required by openai.
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deployment_name: gpt-35-turbo
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model: gpt-3.5-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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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
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- name: get_wiki_url
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type: python
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source:
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type: code
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path: get_wiki_url.py
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inputs:
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entity: ${extract_query_from_question.output}
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count: '2'
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- name: search_result_from_url
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type: python
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source:
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type: code
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path: search_result_from_url.py
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inputs:
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url_list: ${get_wiki_url.output}
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count: '10'
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- name: process_search_result
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type: python
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source:
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type: code
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path: process_search_result.py
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inputs:
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search_result: ${search_result_from_url.output}
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- name: augmented_chat
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type: llm
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source:
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type: code
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path: augmented_chat.jinja2
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inputs:
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# This is to easily switch between openai and azure openai.
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# deployment_name is required by azure openai, model is required by openai.
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deployment_name: gpt-35-turbo
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model: gpt-3.5-turbo
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temperature: '0.8'
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question: ${inputs.question}
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chat_history: ${inputs.chat_history}
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contexts: ${process_search_result.output}
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connection: open_ai_connection
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api: chat
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environment:
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python_requirements_txt: requirements.txt
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