import openai import numpy as np from langchain.chat_models import ChatOpenAI from langchain.prompts import ChatPromptTemplate import gradio as gr import os def get_completion(relation, emotion, resolution, context): openai_api_key = "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" chat = ChatOpenAI(temperature=0.0, model='gpt-4', openai_api_key=openai_api_key) template_string = ''' Your task is to provide some recommendations to resolve a conflict between two {relation}. Below is more info: Emotional Impact: {emotion} Goal: {resolution} Context: {context} 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. Provide your response in a short paragraph, roughly 5-10 sentences. ''' prompt_template = ChatPromptTemplate.from_template(template_string) message = prompt_template.format_messages( relation = relation, emotion = emotion, resolution = resolution, context = context ) response = chat(message) return response.content relat = ['Co-workers', 'Family Members', 'Friends', 'Romantic partners'] emot = ['Calm', 'Concerned', 'Annoyed', 'Upset', 'Overwhelmed'] 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.', '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.', '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.', '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.', '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.' ] with gr.Blocks() as main: mk = gr.Markdown(value='# AiOS Inter Accomplish') relat_sel = gr.Dropdown(label='Relationship Category', choices=relat) emot_sel = gr.Dropdown(label='Emotional Impact', choices=emot) res_sel = gr.Dropdown(label='Resolution Type', choices=res) context = gr.Textbox(value='', lines=5, label='Other Info') sub = gr.Button(value='Submit') ans = gr.TextArea(label='Response', value='') out = sub.click(get_completion, inputs=[relat_sel, emot_sel, res_sel, context], outputs=ans, show_progress=True, scroll_to_output=True) main.launch(debug=True)