Spaces:
No application file
No application file
Upload 2 files
Browse files- app (2).py +54 -0
- requirements.txt +3 -0
app (2).py
ADDED
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import openai
|
2 |
+
import numpy as np
|
3 |
+
from langchain.chat_models import ChatOpenAI
|
4 |
+
from langchain.prompts import ChatPromptTemplate
|
5 |
+
import gradio as gr
|
6 |
+
import os
|
7 |
+
def get_completion(relation, emotion, resolution, context):
|
8 |
+
openai_api_key = "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"
|
9 |
+
chat = ChatOpenAI(temperature=0.0, model='gpt-4', openai_api_key=openai_api_key)
|
10 |
+
|
11 |
+
template_string = '''
|
12 |
+
Your task is to provide some recommendations to resolve a conflict between two {relation}. Below is more info:
|
13 |
+
|
14 |
+
Emotional Impact: {emotion}
|
15 |
+
Goal: {resolution}
|
16 |
+
Context: {context}
|
17 |
+
|
18 |
+
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.
|
19 |
+
|
20 |
+
Provide your response in a short paragraph, roughly 5-10 sentences.
|
21 |
+
'''
|
22 |
+
|
23 |
+
prompt_template = ChatPromptTemplate.from_template(template_string)
|
24 |
+
message = prompt_template.format_messages(
|
25 |
+
relation = relation,
|
26 |
+
emotion = emotion,
|
27 |
+
resolution = resolution,
|
28 |
+
context = context
|
29 |
+
)
|
30 |
+
|
31 |
+
response = chat(message)
|
32 |
+
return response.content
|
33 |
+
|
34 |
+
relat = ['Co-workers', 'Family Members', 'Friends', 'Romantic partners']
|
35 |
+
emot = ['Calm', 'Concerned', 'Annoyed', 'Upset', 'Overwhelmed']
|
36 |
+
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.',
|
37 |
+
'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.',
|
38 |
+
'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.',
|
39 |
+
'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.',
|
40 |
+
'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.'
|
41 |
+
]
|
42 |
+
|
43 |
+
with gr.Blocks() as main:
|
44 |
+
mk = gr.Markdown(value='# AiOS Inter Accomplish')
|
45 |
+
relat_sel = gr.Dropdown(label='Relationship Category', choices=relat)
|
46 |
+
emot_sel = gr.Dropdown(label='Emotional Impact', choices=emot)
|
47 |
+
res_sel = gr.Dropdown(label='Resolution Type', choices=res)
|
48 |
+
context = gr.Textbox(value='', lines=5, label='Other Info')
|
49 |
+
|
50 |
+
sub = gr.Button(value='Submit')
|
51 |
+
ans = gr.TextArea(label='Response', value='')
|
52 |
+
out = sub.click(get_completion, inputs=[relat_sel, emot_sel, res_sel, context], outputs=ans, show_progress=True, scroll_to_output=True)
|
53 |
+
|
54 |
+
main.launch(share=False, debug=True)
|
requirements.txt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
openai
|
2 |
+
langchain
|
3 |
+
gradio
|