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app.py
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import openai
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import numpy as np
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from langchain.chat_models import ChatOpenAI
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from langchain.prompts import ChatPromptTemplate
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import gradio as gr
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import os
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def get_completion(relation, emotion, resolution, context):
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openai_api_key = "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"
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chat = ChatOpenAI(temperature=0.0, model='gpt-4', openai_api_key=openai_api_key)
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template_string = '''
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Your task is to provide some recommendations to resolve a conflict between two {relation}. Below is more info:
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Emotional Impact: {emotion}
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Goal: {resolution}
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Context: {context}
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Please give some recommendations on how the two {relation} can reach their goal, given the emotional impact and context. Don't provide examples. Don't make general statements that apply in any situation. Please consider the typical environments where the {relation} interact in your answer and be specific on where/how exactly to go about resolving the conflict. Keep in mind the emotional impact - if the conflict is overwhelming then more serious measures may be needed. But if the emotional impact is low then your recommendations should be more casual - no need for a third party to get involved.
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Provide your response in a short paragraph, roughly 5-10 sentences.
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'''
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prompt_template = ChatPromptTemplate.from_template(template_string)
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message = prompt_template.format_messages(
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relation = relation,
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emotion = emotion,
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resolution = resolution,
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context = context
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)
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response = chat(message)
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return response.content
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relat = ['Co-workers', 'Family Members', 'Friends', 'Romantic partners']
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emot = ['Calm', 'Concerned', 'Annoyed', 'Upset', 'Overwhelmed']
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res = ['Compromise - Both parties make concessions to reach a mutual agreement. Useful when both sides have significant stakes and neither can fully satisfy their desires without the cooperation of the other.',
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'Confrontation - Directly addressing the conflict head-on. This may be necessary when one side believes strongly in their stance and feels the need to stand firm.',
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'Understanding - The goal is to better understand the perspective of the other party, without necessarily seeking to change or challenge it. This is particularly effective for clarifying miscommunications or misconceptions.',
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'Avoidance - Sometimes it is better to postpone or sidestep a conflict if it is not critical, especially if the timing is not right or if more preparation is needed.',
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'Accommodation - One party willingly yields to the desires of the other, perhaps because they deem the issue less significant for them or they prioritize the relationship over the specific disagreement.'
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]
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with gr.Blocks() as main:
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mk = gr.Markdown(value='# AiOS Inter Accomplish')
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relat_sel = gr.Dropdown(label='Relationship Category', choices=relat)
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emot_sel = gr.Dropdown(label='Emotional Impact', choices=emot)
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res_sel = gr.Dropdown(label='Resolution Type', choices=res)
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context = gr.Textbox(value='', lines=5, label='Other Info')
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sub = gr.Button(value='Submit')
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ans = gr.TextArea(label='Response', value='')
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out = sub.click(get_completion, inputs=[relat_sel, emot_sel, res_sel, context], outputs=ans, show_progress=True, scroll_to_output=True)
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main.launch(debug=True)
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