Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,242 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
import openai
|
| 3 |
+
import time
|
| 4 |
+
import json
|
| 5 |
+
import re
|
| 6 |
+
import random
|
| 7 |
+
from typing import List, Dict, Tuple, Optional
|
| 8 |
+
|
| 9 |
+
# Constants
|
| 10 |
+
DEFAULT_QUESTION = "Does free will exist?"
|
| 11 |
+
PHILOSOPHERS = [
|
| 12 |
+
"Immanuel Kant", "Friedrich Nietzsche", "Jean-Paul Sartre",
|
| 13 |
+
"Simone de Beauvoir", "Aristotle", "Plato", "John Stuart Mill",
|
| 14 |
+
"Hannah Arendt", "Michel Foucault", "Confucius", "Lao Tzu",
|
| 15 |
+
"Søren Kierkegaard", "René Descartes", "David Hume", "Karl Marx"
|
| 16 |
+
]
|
| 17 |
+
PERSPECTIVES = [
|
| 18 |
+
"Utilitarianism", "Existentialism", "Deontology", "Virtue Ethics",
|
| 19 |
+
"Pragmatism", "Empiricism", "Rationalism", "Idealism", "Materialism",
|
| 20 |
+
"Nihilism", "Stoicism", "Skepticism", "Phenomenology"
|
| 21 |
+
]
|
| 22 |
+
|
| 23 |
+
# System prompts
|
| 24 |
+
DEBATE_SYSTEM_PROMPT = """You are DeepHermes, a philosophical debate moderator who provides multiple perspectives on philosophical questions.
|
| 25 |
+
For the given philosophical question, present {num_perspectives} distinct philosophical perspectives, each with its unique view on the topic.
|
| 26 |
+
Format each perspective with a clear heading and a detailed explanation of the viewpoint (200-300 words each).
|
| 27 |
+
Each perspective should have a distinct philosophical foundation and reasoning."""
|
| 28 |
+
|
| 29 |
+
PHILOSOPHER_SYSTEM_PROMPT = """You are DeepHermes, now embodying the philosophical perspective of {philosopher}.
|
| 30 |
+
Respond to the philosophical question as {philosopher} would, using their philosophical framework, terminology, and style.
|
| 31 |
+
Your response should be scholarly but accessible, around 300 words, and clearly represent {philosopher}'s likely stance on this modern question."""
|
| 32 |
+
|
| 33 |
+
SYNTHESIS_SYSTEM_PROMPT = """You are a deep thinking AI, you may use extremely long chains of thought to deeply consider the problem and deliberate with yourself via systematic reasoning processes to help come to a correct solution prior to answering. You should enclose your thoughts and internal monologue inside <thinking></thinking> tags, and then provide your solution or response to the problem.
|
| 34 |
+
|
| 35 |
+
Given the various philosophical perspectives on the question "{question}", synthesize them into a balanced conclusion.
|
| 36 |
+
Consider the strengths and weaknesses of each perspective.
|
| 37 |
+
Identify common themes and points of disagreement.
|
| 38 |
+
Conclude with a nuanced view that acknowledges the complexity of the question."""
|
| 39 |
+
|
| 40 |
+
SOCRATIC_SYSTEM_PROMPT = """You are DeepHermes, a philosophical guide using the Socratic method.
|
| 41 |
+
For the philosophical question "{question}", generate 5 probing Socratic questions that would help someone explore this topic more deeply.
|
| 42 |
+
The questions should be designed to challenge assumptions, clarify concepts, and examine implications.
|
| 43 |
+
Present each question with a short explanation of why it's important to consider."""
|
| 44 |
+
|
| 45 |
+
# Helper functions
|
| 46 |
+
def call_deephermes(api_key: str, prompt: str, system_prompt: str, temperature: float = 0.7) -> str:
|
| 47 |
+
"""Call the DeepHermes model via OpenRouter API."""
|
| 48 |
+
try:
|
| 49 |
+
client = openai.OpenAI(
|
| 50 |
+
base_url="https://openrouter.ai/api/v1",
|
| 51 |
+
api_key=api_key
|
| 52 |
+
)
|
| 53 |
+
|
| 54 |
+
completion = client.chat.completions.create(
|
| 55 |
+
extra_headers={
|
| 56 |
+
"HTTP-Referer": "https://philosophical-debate-moderator.app",
|
| 57 |
+
"X-Title": "Philosophical Debate Moderator",
|
| 58 |
+
},
|
| 59 |
+
model="nousresearch/deephermes-3-mistral-24b-preview:free",
|
| 60 |
+
messages=[
|
| 61 |
+
{"role": "system", "content": system_prompt},
|
| 62 |
+
{"role": "user", "content": prompt}
|
| 63 |
+
],
|
| 64 |
+
temperature=temperature
|
| 65 |
+
)
|
| 66 |
+
return completion.choices[0].message.content
|
| 67 |
+
except Exception as e:
|
| 68 |
+
return f"Error calling DeepHermes API: {str(e)}"
|
| 69 |
+
|
| 70 |
+
def extract_thinking(response: str) -> Tuple[str, str]:
|
| 71 |
+
"""Extract the thinking section from the response."""
|
| 72 |
+
thinking = ""
|
| 73 |
+
cleaned_response = response
|
| 74 |
+
|
| 75 |
+
thinking_match = re.search(r'<thinking>(.*?)</thinking>', response, re.DOTALL)
|
| 76 |
+
if thinking_match:
|
| 77 |
+
thinking = thinking_match.group(1).strip()
|
| 78 |
+
cleaned_response = re.sub(r'<thinking>.*?</thinking>', '', response, flags=re.DOTALL).strip()
|
| 79 |
+
|
| 80 |
+
return thinking, cleaned_response
|
| 81 |
+
|
| 82 |
+
def generate_perspectives(api_key: str, question: str, num_perspectives: int = 3) -> str:
|
| 83 |
+
"""Generate multiple philosophical perspectives on a question."""
|
| 84 |
+
system_prompt = DEBATE_SYSTEM_PROMPT.format(num_perspectives=num_perspectives)
|
| 85 |
+
prompt = f"Philosophical question: {question}\n\nProvide {num_perspectives} distinct philosophical perspectives on this question."
|
| 86 |
+
return call_deephermes(api_key, prompt, system_prompt)
|
| 87 |
+
|
| 88 |
+
def philosopher_perspective(api_key: str, question: str, philosopher: str) -> str:
|
| 89 |
+
"""Generate a perspective from a specific philosopher."""
|
| 90 |
+
system_prompt = PHILOSOPHER_SYSTEM_PROMPT.format(philosopher=philosopher)
|
| 91 |
+
prompt = f"As {philosopher}, what would be your perspective on this philosophical question: {question}"
|
| 92 |
+
return call_deephermes(api_key, prompt, system_prompt)
|
| 93 |
+
|
| 94 |
+
def synthesize_perspectives(api_key: str, question: str, perspectives: str) -> Dict[str, str]:
|
| 95 |
+
"""Synthesize the various perspectives into a balanced conclusion."""
|
| 96 |
+
system_prompt = SYNTHESIS_SYSTEM_PROMPT.format(question=question)
|
| 97 |
+
prompt = f"Here are various philosophical perspectives on the question '{question}':\n\n{perspectives}\n\nSynthesize these perspectives into a balanced conclusion."
|
| 98 |
+
response = call_deephermes(api_key, prompt, system_prompt)
|
| 99 |
+
thinking, conclusion = extract_thinking(response)
|
| 100 |
+
return {"thinking": thinking, "conclusion": conclusion}
|
| 101 |
+
|
| 102 |
+
def generate_socratic_questions(api_key: str, question: str) -> str:
|
| 103 |
+
"""Generate Socratic questions to deepen exploration of the topic."""
|
| 104 |
+
system_prompt = SOCRATIC_SYSTEM_PROMPT.format(question=question)
|
| 105 |
+
prompt = f"For the philosophical question: '{question}', generate 5 probing Socratic questions."
|
| 106 |
+
return call_deephermes(api_key, prompt, system_prompt)
|
| 107 |
+
|
| 108 |
+
# Main application function
|
| 109 |
+
def app_main():
|
| 110 |
+
with gr.Blocks(theme=gr.themes.Monochrome(), title="Philosophical Debate Moderator") as app:
|
| 111 |
+
gr.Markdown("""
|
| 112 |
+
# 🤔 Philosophical Debate Moderator
|
| 113 |
+
|
| 114 |
+
Explore philosophical questions from multiple perspectives using the DeepHermes 3 AI model.
|
| 115 |
+
|
| 116 |
+
Enter your philosophical question and watch as the AI generates diverse perspectives,
|
| 117 |
+
synthesizes them into a balanced conclusion, and helps you explore the topic more deeply.
|
| 118 |
+
""")
|
| 119 |
+
|
| 120 |
+
with gr.Row():
|
| 121 |
+
api_key = gr.Textbox(
|
| 122 |
+
label="OpenRouter API Key",
|
| 123 |
+
placeholder="Enter your OpenRouter API key...",
|
| 124 |
+
type="password"
|
| 125 |
+
)
|
| 126 |
+
|
| 127 |
+
with gr.Row():
|
| 128 |
+
question = gr.Textbox(
|
| 129 |
+
label="Philosophical Question",
|
| 130 |
+
placeholder="Enter a philosophical question...",
|
| 131 |
+
value=DEFAULT_QUESTION
|
| 132 |
+
)
|
| 133 |
+
|
| 134 |
+
with gr.Row():
|
| 135 |
+
num_perspectives = gr.Slider(
|
| 136 |
+
minimum=2,
|
| 137 |
+
maximum=5,
|
| 138 |
+
value=3,
|
| 139 |
+
step=1,
|
| 140 |
+
label="Number of Perspectives"
|
| 141 |
+
)
|
| 142 |
+
|
| 143 |
+
with gr.Tabs() as tabs:
|
| 144 |
+
with gr.TabItem("Multiple Perspectives"):
|
| 145 |
+
perspectives_btn = gr.Button("Generate Perspectives")
|
| 146 |
+
perspectives_output = gr.Markdown(label="Philosophical Perspectives")
|
| 147 |
+
|
| 148 |
+
with gr.TabItem("Philosopher's View"):
|
| 149 |
+
with gr.Row():
|
| 150 |
+
philosopher_select = gr.Dropdown(
|
| 151 |
+
choices=PHILOSOPHERS,
|
| 152 |
+
value=PHILOSOPHERS[0],
|
| 153 |
+
label="Select Philosopher"
|
| 154 |
+
)
|
| 155 |
+
philosopher_btn = gr.Button("Ask Philosopher")
|
| 156 |
+
philosopher_output = gr.Markdown(label="Philosopher's Perspective")
|
| 157 |
+
|
| 158 |
+
with gr.TabItem("Synthesis & Deep Thinking"):
|
| 159 |
+
synthesis_btn = gr.Button("Synthesize Perspectives")
|
| 160 |
+
with gr.Accordion("Deep Thinking Process", open=False):
|
| 161 |
+
thinking_output = gr.Markdown(label="AI's Chain of Thought")
|
| 162 |
+
conclusion_output = gr.Markdown(label="Synthesized Conclusion")
|
| 163 |
+
|
| 164 |
+
with gr.TabItem("Socratic Questions"):
|
| 165 |
+
socratic_btn = gr.Button("Generate Socratic Questions")
|
| 166 |
+
socratic_output = gr.Markdown(label="Socratic Questions")
|
| 167 |
+
|
| 168 |
+
# Add loading indicators
|
| 169 |
+
perspectives_btn.click(
|
| 170 |
+
fn=lambda key, q, n: generate_perspectives(key, q, n),
|
| 171 |
+
inputs=[api_key, question, num_perspectives],
|
| 172 |
+
outputs=perspectives_output
|
| 173 |
+
)
|
| 174 |
+
|
| 175 |
+
philosopher_btn.click(
|
| 176 |
+
fn=lambda key, q, p: philosopher_perspective(key, q, p),
|
| 177 |
+
inputs=[api_key, question, philosopher_select],
|
| 178 |
+
outputs=philosopher_output
|
| 179 |
+
)
|
| 180 |
+
|
| 181 |
+
def run_synthesis(key, q, n):
|
| 182 |
+
perspectives = generate_perspectives(key, q, n)
|
| 183 |
+
result = synthesize_perspectives(key, q, perspectives)
|
| 184 |
+
return result["thinking"], result["conclusion"]
|
| 185 |
+
|
| 186 |
+
synthesis_btn.click(
|
| 187 |
+
fn=run_synthesis,
|
| 188 |
+
inputs=[api_key, question, num_perspectives],
|
| 189 |
+
outputs=[thinking_output, conclusion_output]
|
| 190 |
+
)
|
| 191 |
+
|
| 192 |
+
socratic_btn.click(
|
| 193 |
+
fn=generate_socratic_questions,
|
| 194 |
+
inputs=[api_key, question],
|
| 195 |
+
outputs=socratic_output
|
| 196 |
+
)
|
| 197 |
+
|
| 198 |
+
# Add a "Random Question" button
|
| 199 |
+
philosophical_questions = [
|
| 200 |
+
"What is the nature of consciousness?",
|
| 201 |
+
"Is morality objective or subjective?",
|
| 202 |
+
"Does true altruism exist?",
|
| 203 |
+
"What is the meaning of life?",
|
| 204 |
+
"Is there a self that persists over time?",
|
| 205 |
+
"Can we know anything with absolute certainty?",
|
| 206 |
+
"Do we have free will or is everything determined?",
|
| 207 |
+
"What is the relationship between mind and body?",
|
| 208 |
+
"Is knowledge possible without experience?",
|
| 209 |
+
"What makes an action morally right or wrong?",
|
| 210 |
+
"Is beauty objective or in the eye of the beholder?",
|
| 211 |
+
"What is the nature of reality?",
|
| 212 |
+
"Can artificial intelligence be conscious?",
|
| 213 |
+
"What is justice?",
|
| 214 |
+
"Does God exist?"
|
| 215 |
+
]
|
| 216 |
+
|
| 217 |
+
def load_random_question():
|
| 218 |
+
return random.choice(philosophical_questions)
|
| 219 |
+
|
| 220 |
+
with gr.Row():
|
| 221 |
+
random_btn = gr.Button("Random Question")
|
| 222 |
+
random_btn.click(fn=load_random_question, inputs=[], outputs=[question])
|
| 223 |
+
|
| 224 |
+
gr.Markdown("""
|
| 225 |
+
## About This App
|
| 226 |
+
|
| 227 |
+
This app uses the DeepHermes 3 Mistral 24B model via OpenRouter to explore philosophical questions from multiple angles. Features include:
|
| 228 |
+
|
| 229 |
+
- **Multiple Perspectives**: Generate diverse philosophical viewpoints on your question
|
| 230 |
+
- **Philosopher's View**: Ask historical philosophers about modern questions
|
| 231 |
+
- **Synthesis & Deep Thinking**: See the AI's reasoning process and synthesized conclusion
|
| 232 |
+
- **Socratic Questions**: Get probing questions to deepen your exploration
|
| 233 |
+
|
| 234 |
+
*Created using DeepHermes 3 from Nous Research and Gradio*
|
| 235 |
+
""")
|
| 236 |
+
|
| 237 |
+
return app
|
| 238 |
+
|
| 239 |
+
# Launch the app
|
| 240 |
+
if __name__ == "__main__":
|
| 241 |
+
app = app_main()
|
| 242 |
+
app.launch()
|