Spaces:
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Update app.py
Browse files
app.py
CHANGED
@@ -5,6 +5,8 @@ import time
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from typing import Dict, List, Tuple, Optional
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import threading
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from datetime import datetime
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class ReasoningOrchestra:
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def __init__(self):
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@@ -30,6 +32,61 @@ class ReasoningOrchestra:
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self.is_api_key_set = False
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return f"β API key validation failed: {str(e)}"
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def deep_thinker_analyze(self, problem: str, context: str = "") -> Dict:
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"""DeepSeek R1 - The Deep Thinker"""
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if not self.is_api_key_set:
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@@ -40,26 +97,26 @@ class ReasoningOrchestra:
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Problem: {problem}
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{f"Additional Context: {context}" if context else ""}
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Please provide a comprehensive analysis with deep reasoning. Think through all implications, consider multiple angles, and provide detailed step-by-step logic."""
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try:
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completion = self.client.chat.completions.create(
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model="deepseek-r1-distill-llama-70b",
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messages=[{"role": "user", "content": prompt}],
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temperature=0.6,
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max_completion_tokens=
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top_p=0.95,
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reasoning_format="raw"
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)
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response_content = completion.choices[0].message.content
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return {
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"model": "DeepSeek R1 (Deep Thinker)",
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"role": "π The Philosopher & Deep Analyzer",
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"reasoning": response_content,
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"timestamp": datetime.now().strftime("%H:%M:%S"),
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"tokens_used": completion.usage
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}
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except Exception as e:
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return {"error": f"Deep Thinker error: {str(e)}"}
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4. Risk assessment
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5. Clear next steps
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Be decisive and solution-focused."""
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try:
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completion = self.client.chat.completions.create(
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@@ -89,16 +146,18 @@ Be decisive and solution-focused."""
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messages=[{"role": "user", "content": prompt}],
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temperature=0.6,
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top_p=0.95,
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max_completion_tokens=
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reasoning_effort="default"
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)
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return {
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"model": "Qwen3 32B (Quick Strategist)",
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"role": "π The Strategic Decision Maker",
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"reasoning":
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"timestamp": datetime.now().strftime("%H:%M:%S"),
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"tokens_used": completion.usage
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}
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except Exception as e:
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return {"error": f"Quick Strategist error: {str(e)}"}
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5. Comprehensive pros and cons
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6. Hidden connections or implications
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Be extremely thorough and leave no stone unturned."""
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try:
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completion = self.client.chat.completions.create(
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messages=[{"role": "user", "content": prompt}],
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temperature=0.6,
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top_p=0.95,
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max_completion_tokens=
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reasoning_format="parsed"
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)
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return {
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"model": "QwQ 32B (Detail Detective)",
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"role": "π The Meticulous Investigator",
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"reasoning":
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"timestamp": datetime.now().strftime("%H:%M:%S"),
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"tokens_used": completion.usage
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}
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except Exception as e:
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return {"error": f"Detail Detective error: {str(e)}"}
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if not self.is_api_key_set:
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return "API key not set"
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synthesis_prompt = f"""You are the Orchestra Conductor. You have received three different analytical perspectives on the same problem. Your job is to synthesize these into a comprehensive, unified solution.
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ORIGINAL PROBLEM: {original_problem}
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DEEP THINKER ANALYSIS:
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{
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STRATEGIC ANALYSIS:
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{
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DETECTIVE INVESTIGATION:
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{
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Please create a unified synthesis that:
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1. Combines the best insights from all three perspectives
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model="qwen/qwen3-32b",
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messages=[{"role": "user", "content": synthesis_prompt}],
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temperature=0.7,
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max_completion_tokens=
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top_p=0.9
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)
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return completion.choices[0].message.content
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except Exception as e:
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return f"Synthesis error: {str(e)}"
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"""Validate the API key and return status"""
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return orchestra.set_api_key(api_key)
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def run_single_model(problem: str, model_choice: str, context: str = "") ->
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"""Run a single model analysis"""
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if not orchestra.is_api_key_set:
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return "
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if not problem.strip():
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return "
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start_time = time.time()
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if model_choice == "Deep Thinker (DeepSeek R1)":
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result = orchestra.deep_thinker_analyze(problem, context)
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elif model_choice == "Quick Strategist (Qwen3 32B)":
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elif model_choice == "Detail Detective (QwQ 32B)":
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result = orchestra.detail_detective_analyze(problem, context)
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else:
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return "
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elapsed_time = time.time() - start_time
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if "error" in result:
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return f"
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---
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{result['reasoning']}
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"""
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def run_full_orchestra(problem: str, context: str = "") -> Tuple[str, str, str, str]:
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"""Run the full collaborative reasoning orchestra"""
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if not orchestra.is_api_key_set:
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error_msg = "
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return error_msg, error_msg, error_msg, error_msg
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if not problem.strip():
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error_msg = "
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return error_msg, error_msg, error_msg, error_msg
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status_updates = []
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# Phase 1: Deep Thinker
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status_updates.append("π Deep Thinker is analyzing the problem...")
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deep_result = orchestra.deep_thinker_analyze(problem, context)
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# Phase 2: Quick Strategist
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status_updates.append("π Quick Strategist is developing strategies...")
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strategic_result = orchestra.quick_strategist_analyze(problem, context)
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# Phase 3: Detail Detective
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status_updates.append("π Detail Detective is investigating thoroughly...")
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detective_result = orchestra.detail_detective_analyze(problem, context)
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# Phase 4: Synthesis
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status_updates.append("πΌ Orchestra Conductor is synthesizing all perspectives...")
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synthesis = orchestra.synthesize_orchestra(deep_result, strategic_result, detective_result, problem)
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def format_result(result: Dict) -> str:
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if "error" in result:
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return f"
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{
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""
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deep_output =
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strategic_output =
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detective_output =
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""
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return deep_output, strategic_output, detective_output, synthesis_output
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# Custom CSS for better styling
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custom_css = """
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.gradio-container {
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max-width:
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}
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.api-key-section {
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background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
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margin: 10px 0;
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border-radius: 5px;
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}
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"""
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# Build the Gradio interface
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<div class="orchestra-header">
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<h1>πΌ The Collaborative Reasoning Orchestra</h1>
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<p><em>Where AI models collaborate like musicians in an orchestra to solve complex problems</em></p>
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</div>
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""")
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# Single Model Tab
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with gr.TabItem("π― Single Model Analysis"):
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gr.Markdown("### Test individual reasoning models")
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with gr.Row():
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with gr.Column():
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single_problem = gr.Textbox(
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label="Problem Statement",
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placeholder="Enter the problem you want to analyze...",
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],
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value="Deep Thinker (DeepSeek R1)"
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)
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single_analyze_btn = gr.Button("π Analyze", variant="primary")
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with gr.Column():
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single_output = gr.
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single_analyze_btn.click(
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fn=run_single_model,
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inputs=[single_problem, model_choice, single_context],
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outputs=[single_output
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)
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# Full Orchestra Tab
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with gr.TabItem("πΌ Full Orchestra Collaboration"):
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gr.Markdown("### Run all three models collaboratively
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with gr.
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with gr.
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deep_output = gr.
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gr.
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gr.Markdown("### π Detail Detective Analysis")
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detective_output = gr.Markdown()
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gr.Markdown("### πΌ Final Orchestrated Solution")
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synthesis_output = gr.Markdown()
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orchestra_analyze_btn.click(
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fn=run_full_orchestra,
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### Try these example problems to see the Orchestra in action:
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**π’ Business Strategy:**
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"Our tech startup has limited funding and needs to decide between focusing on product development or marketing. We have a working MVP but low user adoption."
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**π€ Ethical AI:**
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"Should autonomous vehicles prioritize passenger safety over pedestrian safety in unavoidable accident scenarios? Consider the ethical, legal, and practical implications."
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**π Environmental Policy:**
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"Design a policy framework to reduce carbon emissions in urban areas while maintaining economic growth and social equity."
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**𧬠Scientific Research:**
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"We've discovered a potential breakthrough in gene therapy, but it requires human trials. How should we proceed given the risks, benefits, and
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**π Educational Innovation:**
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"How can we redesign traditional university education to better prepare students for the rapidly changing job market of the 2030s?"
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**π Urban Planning:**
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"A city wants to build affordable housing but faces opposition from current residents, environmental concerns, and budget
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""")
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# Footer
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gr.HTML("""
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<div style="text-align: center; margin-top: 30px; padding: 20px; background
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<
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<
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</div>
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""")
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from typing import Dict, List, Tuple, Optional
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import threading
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from datetime import datetime
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import html
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import re
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class ReasoningOrchestra:
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def __init__(self):
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self.is_api_key_set = False
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return f"β API key validation failed: {str(e)}"
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def format_text_to_html(self, text: str) -> str:
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"""Convert text to HTML with proper formatting"""
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if not text:
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return "<p>No content available</p>"
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# Escape HTML characters first
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text = html.escape(text)
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# Convert markdown-style formatting to HTML
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# Headers
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text = re.sub(r'^### (.*$)', r'<h3>\1</h3>', text, flags=re.MULTILINE)
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text = re.sub(r'^## (.*$)', r'<h2>\1</h2>', text, flags=re.MULTILINE)
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text = re.sub(r'^# (.*$)', r'<h1>\1</h1>', text, flags=re.MULTILINE)
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# Bold text
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text = re.sub(r'\*\*(.*?)\*\*', r'<strong>\1</strong>', text)
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# Italic text
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text = re.sub(r'\*(.*?)\*', r'<em>\1</em>', text)
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# Code blocks
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text = re.sub(r'```(.*?)```', r'<pre><code>\1</code></pre>', text, flags=re.DOTALL)
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text = re.sub(r'`(.*?)`', r'<code>\1</code>', text)
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# Lists
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lines = text.split('\n')
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in_list = False
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formatted_lines = []
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for line in lines:
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stripped = line.strip()
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if stripped.startswith('- ') or stripped.startswith('* '):
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if not in_list:
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formatted_lines.append('<ul>')
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in_list = True
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formatted_lines.append(f'<li>{stripped[2:]}</li>')
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elif stripped.startswith(('1. ', '2. ', '3. ', '4. ', '5. ', '6. ', '7. ', '8. ', '9. ')):
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if not in_list:
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formatted_lines.append('<ol>')
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in_list = True
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formatted_lines.append(f'<li>{stripped[3:]}</li>')
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else:
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if in_list:
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formatted_lines.append('</ul>' if formatted_lines[-2].startswith('<li>') else '</ol>')
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in_list = False
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if stripped:
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formatted_lines.append(f'<p>{line}</p>')
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else:
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formatted_lines.append('<br>')
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if in_list:
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formatted_lines.append('</ul>')
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return '\n'.join(formatted_lines)
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def deep_thinker_analyze(self, problem: str, context: str = "") -> Dict:
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"""DeepSeek R1 - The Deep Thinker"""
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if not self.is_api_key_set:
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Problem: {problem}
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{f"Additional Context: {context}" if context else ""}
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Please provide a comprehensive analysis with deep reasoning. Think through all implications, consider multiple angles, and provide detailed step-by-step logic. Be thorough and methodical in your approach."""
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try:
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completion = self.client.chat.completions.create(
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model="deepseek-r1-distill-llama-70b",
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messages=[{"role": "user", "content": prompt}],
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temperature=0.6,
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max_completion_tokens=2048,
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top_p=0.95,
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109 |
reasoning_format="raw"
|
110 |
)
|
111 |
|
112 |
+
response_content = completion.choices[0].message.content or "No response generated"
|
113 |
|
114 |
return {
|
115 |
"model": "DeepSeek R1 (Deep Thinker)",
|
116 |
"role": "π The Philosopher & Deep Analyzer",
|
117 |
"reasoning": response_content,
|
118 |
"timestamp": datetime.now().strftime("%H:%M:%S"),
|
119 |
+
"tokens_used": getattr(completion.usage, 'total_tokens', 'N/A') if hasattr(completion, 'usage') and completion.usage else "N/A"
|
120 |
}
|
121 |
except Exception as e:
|
122 |
return {"error": f"Deep Thinker error: {str(e)}"}
|
|
|
138 |
4. Risk assessment
|
139 |
5. Clear next steps
|
140 |
|
141 |
+
Be decisive and solution-focused. Provide concrete, actionable recommendations."""
|
142 |
|
143 |
try:
|
144 |
completion = self.client.chat.completions.create(
|
|
|
146 |
messages=[{"role": "user", "content": prompt}],
|
147 |
temperature=0.6,
|
148 |
top_p=0.95,
|
149 |
+
max_completion_tokens=1536,
|
150 |
reasoning_effort="default"
|
151 |
)
|
152 |
|
153 |
+
response_content = completion.choices[0].message.content or "No response generated"
|
154 |
+
|
155 |
return {
|
156 |
"model": "Qwen3 32B (Quick Strategist)",
|
157 |
"role": "π The Strategic Decision Maker",
|
158 |
+
"reasoning": response_content,
|
159 |
"timestamp": datetime.now().strftime("%H:%M:%S"),
|
160 |
+
"tokens_used": getattr(completion.usage, 'total_tokens', 'N/A') if hasattr(completion, 'usage') and completion.usage else "N/A"
|
161 |
}
|
162 |
except Exception as e:
|
163 |
return {"error": f"Quick Strategist error: {str(e)}"}
|
|
|
180 |
5. Comprehensive pros and cons
|
181 |
6. Hidden connections or implications
|
182 |
|
183 |
+
Be extremely thorough and leave no stone unturned. Provide detailed evidence and reasoning for your conclusions."""
|
184 |
|
185 |
try:
|
186 |
completion = self.client.chat.completions.create(
|
|
|
188 |
messages=[{"role": "user", "content": prompt}],
|
189 |
temperature=0.6,
|
190 |
top_p=0.95,
|
191 |
+
max_completion_tokens=2048,
|
192 |
reasoning_format="parsed"
|
193 |
)
|
194 |
|
195 |
+
response_content = completion.choices[0].message.content or "No response generated"
|
196 |
+
|
197 |
return {
|
198 |
"model": "QwQ 32B (Detail Detective)",
|
199 |
"role": "π The Meticulous Investigator",
|
200 |
+
"reasoning": response_content,
|
201 |
"timestamp": datetime.now().strftime("%H:%M:%S"),
|
202 |
+
"tokens_used": getattr(completion.usage, 'total_tokens', 'N/A') if hasattr(completion, 'usage') and completion.usage else "N/A"
|
203 |
}
|
204 |
except Exception as e:
|
205 |
return {"error": f"Detail Detective error: {str(e)}"}
|
|
|
209 |
if not self.is_api_key_set:
|
210 |
return "API key not set"
|
211 |
|
212 |
+
# Extract reasoning content safely
|
213 |
+
deep_reasoning = deep_result.get('reasoning', 'Analysis not available') if not deep_result.get('error') else f"Error: {deep_result['error']}"
|
214 |
+
strategic_reasoning = strategic_result.get('reasoning', 'Analysis not available') if not strategic_result.get('error') else f"Error: {strategic_result['error']}"
|
215 |
+
detective_reasoning = detective_result.get('reasoning', 'Analysis not available') if not detective_result.get('error') else f"Error: {detective_result['error']}"
|
216 |
+
|
217 |
synthesis_prompt = f"""You are the Orchestra Conductor. You have received three different analytical perspectives on the same problem. Your job is to synthesize these into a comprehensive, unified solution.
|
218 |
|
219 |
ORIGINAL PROBLEM: {original_problem}
|
220 |
|
221 |
DEEP THINKER ANALYSIS:
|
222 |
+
{deep_reasoning}
|
223 |
|
224 |
STRATEGIC ANALYSIS:
|
225 |
+
{strategic_reasoning}
|
226 |
|
227 |
DETECTIVE INVESTIGATION:
|
228 |
+
{detective_reasoning}
|
229 |
|
230 |
Please create a unified synthesis that:
|
231 |
1. Combines the best insights from all three perspectives
|
|
|
241 |
model="qwen/qwen3-32b",
|
242 |
messages=[{"role": "user", "content": synthesis_prompt}],
|
243 |
temperature=0.7,
|
244 |
+
max_completion_tokens=2048,
|
245 |
top_p=0.9
|
246 |
)
|
247 |
|
248 |
+
return completion.choices[0].message.content or "No synthesis generated"
|
249 |
except Exception as e:
|
250 |
return f"Synthesis error: {str(e)}"
|
251 |
|
|
|
256 |
"""Validate the API key and return status"""
|
257 |
return orchestra.set_api_key(api_key)
|
258 |
|
259 |
+
def run_single_model(problem: str, model_choice: str, context: str = "") -> str:
|
260 |
"""Run a single model analysis"""
|
261 |
if not orchestra.is_api_key_set:
|
262 |
+
return """<div style="color: red; padding: 20px; border: 2px solid red; border-radius: 10px; background-color: #ffe6e6;">
|
263 |
+
<h3>β API Key Required</h3>
|
264 |
+
<p>Please set your Groq API key first in the API Configuration section above.</p>
|
265 |
+
</div>"""
|
266 |
|
267 |
if not problem.strip():
|
268 |
+
return """<div style="color: orange; padding: 20px; border: 2px solid orange; border-radius: 10px; background-color: #fff3e6;">
|
269 |
+
<h3>β οΈ Problem Required</h3>
|
270 |
+
<p>Please enter a problem to analyze.</p>
|
271 |
+
</div>"""
|
272 |
|
273 |
start_time = time.time()
|
274 |
|
275 |
+
# Show loading state
|
276 |
+
loading_html = f"""<div style="padding: 20px; border: 2px solid #007bff; border-radius: 10px; background-color: #e6f3ff;">
|
277 |
+
<h3>π Processing...</h3>
|
278 |
+
<p>The {model_choice} is analyzing your problem. Please wait...</p>
|
279 |
+
</div>"""
|
280 |
+
|
281 |
if model_choice == "Deep Thinker (DeepSeek R1)":
|
282 |
result = orchestra.deep_thinker_analyze(problem, context)
|
283 |
elif model_choice == "Quick Strategist (Qwen3 32B)":
|
|
|
285 |
elif model_choice == "Detail Detective (QwQ 32B)":
|
286 |
result = orchestra.detail_detective_analyze(problem, context)
|
287 |
else:
|
288 |
+
return """<div style="color: red; padding: 20px; border: 2px solid red; border-radius: 10px; background-color: #ffe6e6;">
|
289 |
+
<h3>β Invalid Model Selection</h3>
|
290 |
+
<p>Please select a valid model from the dropdown.</p>
|
291 |
+
</div>"""
|
292 |
|
293 |
elapsed_time = time.time() - start_time
|
294 |
|
295 |
if "error" in result:
|
296 |
+
return f"""<div style="color: red; padding: 20px; border: 2px solid red; border-radius: 10px; background-color: #ffe6e6;">
|
297 |
+
<h3>β Error</h3>
|
298 |
+
<p>{result['error']}</p>
|
299 |
+
</div>"""
|
300 |
|
301 |
+
# Format the response as HTML
|
302 |
+
reasoning_html = orchestra.format_text_to_html(result['reasoning'])
|
|
|
|
|
|
|
|
|
|
|
303 |
|
304 |
+
formatted_output = f"""
|
305 |
+
<div style="border: 2px solid #28a745; border-radius: 15px; padding: 25px; margin: 15px 0; background: linear-gradient(135deg, #f8f9fa 0%, #e9ecef 100%);">
|
306 |
+
<div style="display: flex; align-items: center; margin-bottom: 20px; padding-bottom: 15px; border-bottom: 2px solid #28a745;">
|
307 |
+
<h2 style="margin: 0; color: #28a745;">{result['role']}</h2>
|
308 |
+
</div>
|
309 |
+
|
310 |
+
<div style="background-color: white; padding: 15px; border-radius: 10px; margin-bottom: 20px;">
|
311 |
+
<div style="display: flex; gap: 20px; font-size: 14px; color: #666;">
|
312 |
+
<span><strong>Model:</strong> {result['model']}</span>
|
313 |
+
<span><strong>Analysis Time:</strong> {elapsed_time:.2f} seconds</span>
|
314 |
+
<span><strong>Timestamp:</strong> {result['timestamp']}</span>
|
315 |
+
<span><strong>Tokens:</strong> {result['tokens_used']}</span>
|
316 |
+
</div>
|
317 |
+
</div>
|
318 |
+
|
319 |
+
<div style="background-color: white; padding: 20px; border-radius: 10px; line-height: 1.6;">
|
320 |
+
{reasoning_html}
|
321 |
+
</div>
|
322 |
+
</div>
|
323 |
+
"""
|
324 |
+
|
325 |
+
return formatted_output
|
326 |
|
327 |
def run_full_orchestra(problem: str, context: str = "") -> Tuple[str, str, str, str]:
|
328 |
"""Run the full collaborative reasoning orchestra"""
|
329 |
if not orchestra.is_api_key_set:
|
330 |
+
error_msg = """<div style="color: red; padding: 20px; border: 2px solid red; border-radius: 10px; background-color: #ffe6e6;">
|
331 |
+
<h3>β API Key Required</h3>
|
332 |
+
<p>Please set your Groq API key first in the API Configuration section above.</p>
|
333 |
+
</div>"""
|
334 |
return error_msg, error_msg, error_msg, error_msg
|
335 |
|
336 |
if not problem.strip():
|
337 |
+
error_msg = """<div style="color: orange; padding: 20px; border: 2px solid orange; border-radius: 10px; background-color: #fff3e6;">
|
338 |
+
<h3>β οΈ Problem Required</h3>
|
339 |
+
<p>Please enter a problem to analyze.</p>
|
340 |
+
</div>"""
|
341 |
return error_msg, error_msg, error_msg, error_msg
|
342 |
|
|
|
|
|
343 |
# Phase 1: Deep Thinker
|
|
|
344 |
deep_result = orchestra.deep_thinker_analyze(problem, context)
|
345 |
|
346 |
# Phase 2: Quick Strategist
|
|
|
347 |
strategic_result = orchestra.quick_strategist_analyze(problem, context)
|
348 |
|
349 |
# Phase 3: Detail Detective
|
|
|
350 |
detective_result = orchestra.detail_detective_analyze(problem, context)
|
351 |
|
352 |
# Phase 4: Synthesis
|
|
|
353 |
synthesis = orchestra.synthesize_orchestra(deep_result, strategic_result, detective_result, problem)
|
354 |
|
355 |
+
def format_result_html(result: Dict, color: str, icon: str) -> str:
|
|
|
356 |
if "error" in result:
|
357 |
+
return f"""<div style="color: red; padding: 20px; border: 2px solid red; border-radius: 10px; background-color: #ffe6e6;">
|
358 |
+
<h3>β Error</h3>
|
359 |
+
<p>{result['error']}</p>
|
360 |
+
</div>"""
|
361 |
|
362 |
+
reasoning_html = orchestra.format_text_to_html(result['reasoning'])
|
363 |
+
|
364 |
+
return f"""
|
365 |
+
<div style="border: 2px solid {color}; border-radius: 15px; padding: 25px; margin: 15px 0; background: linear-gradient(135deg, #f8f9fa 0%, #e9ecef 100%);">
|
366 |
+
<div style="display: flex; align-items: center; margin-bottom: 20px; padding-bottom: 15px; border-bottom: 2px solid {color};">
|
367 |
+
<span style="font-size: 24px; margin-right: 10px;">{icon}</span>
|
368 |
+
<h2 style="margin: 0; color: {color};">{result['model']}</h2>
|
369 |
+
</div>
|
370 |
+
|
371 |
+
<div style="background-color: white; padding: 15px; border-radius: 10px; margin-bottom: 20px;">
|
372 |
+
<div style="display: flex; gap: 20px; font-size: 14px; color: #666;">
|
373 |
+
<span><strong>Timestamp:</strong> {result['timestamp']}</span>
|
374 |
+
<span><strong>Tokens:</strong> {result['tokens_used']}</span>
|
375 |
+
</div>
|
376 |
+
</div>
|
377 |
+
|
378 |
+
<div style="background-color: white; padding: 20px; border-radius: 10px; line-height: 1.6;">
|
379 |
+
{reasoning_html}
|
380 |
+
</div>
|
381 |
+
</div>
|
382 |
+
"""
|
383 |
|
384 |
+
deep_output = format_result_html(deep_result, "#6f42c1", "π")
|
385 |
+
strategic_output = format_result_html(strategic_result, "#fd7e14", "π")
|
386 |
+
detective_output = format_result_html(detective_result, "#20c997", "π")
|
387 |
|
388 |
+
synthesis_html = orchestra.format_text_to_html(synthesis)
|
389 |
+
synthesis_output = f"""
|
390 |
+
<div style="border: 2px solid #dc3545; border-radius: 15px; padding: 25px; margin: 15px 0; background: linear-gradient(135deg, #fff5f5 0%, #fee);">
|
391 |
+
<div style="display: flex; align-items: center; margin-bottom: 20px; padding-bottom: 15px; border-bottom: 2px solid #dc3545;">
|
392 |
+
<span style="font-size: 24px; margin-right: 10px;">πΌ</span>
|
393 |
+
<h2 style="margin: 0; color: #dc3545;">Orchestra Conductor - Final Synthesis</h2>
|
394 |
+
</div>
|
395 |
+
|
396 |
+
<div style="background-color: white; padding: 20px; border-radius: 10px; line-height: 1.6;">
|
397 |
+
{synthesis_html}
|
398 |
+
</div>
|
399 |
+
</div>
|
400 |
+
"""
|
401 |
|
402 |
return deep_output, strategic_output, detective_output, synthesis_output
|
403 |
|
404 |
# Custom CSS for better styling
|
405 |
custom_css = """
|
406 |
.gradio-container {
|
407 |
+
max-width: 1400px !important;
|
408 |
+
margin: 0 auto !important;
|
409 |
}
|
410 |
.api-key-section {
|
411 |
background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
|
|
|
433 |
margin: 10px 0;
|
434 |
border-radius: 5px;
|
435 |
}
|
436 |
+
/* Custom styling for HTML outputs */
|
437 |
+
.html-content {
|
438 |
+
max-height: 600px;
|
439 |
+
overflow-y: auto;
|
440 |
+
border: 1px solid #ddd;
|
441 |
+
border-radius: 8px;
|
442 |
+
padding: 10px;
|
443 |
+
background-color: #fafafa;
|
444 |
+
}
|
445 |
"""
|
446 |
|
447 |
# Build the Gradio interface
|
|
|
451 |
<div class="orchestra-header">
|
452 |
<h1>πΌ The Collaborative Reasoning Orchestra</h1>
|
453 |
<p><em>Where AI models collaborate like musicians in an orchestra to solve complex problems</em></p>
|
454 |
+
<p><strong>Now with Beautiful HTML-Formatted Responses!</strong></p>
|
455 |
</div>
|
456 |
""")
|
457 |
|
|
|
483 |
|
484 |
# Single Model Tab
|
485 |
with gr.TabItem("π― Single Model Analysis"):
|
486 |
+
gr.Markdown("### Test individual reasoning models with beautiful HTML output")
|
487 |
|
488 |
with gr.Row():
|
489 |
+
with gr.Column(scale=1):
|
490 |
single_problem = gr.Textbox(
|
491 |
label="Problem Statement",
|
492 |
placeholder="Enter the problem you want to analyze...",
|
|
|
506 |
],
|
507 |
value="Deep Thinker (DeepSeek R1)"
|
508 |
)
|
509 |
+
single_analyze_btn = gr.Button("π Analyze with HTML Output", variant="primary", size="lg")
|
510 |
|
511 |
+
with gr.Column(scale=2):
|
512 |
+
single_output = gr.HTML(label="Analysis Result", elem_classes=["html-content"])
|
513 |
|
514 |
single_analyze_btn.click(
|
515 |
fn=run_single_model,
|
516 |
inputs=[single_problem, model_choice, single_context],
|
517 |
+
outputs=[single_output]
|
518 |
)
|
519 |
|
520 |
# Full Orchestra Tab
|
521 |
with gr.TabItem("πΌ Full Orchestra Collaboration"):
|
522 |
+
gr.Markdown("### Run all three models collaboratively with stunning HTML-formatted output")
|
523 |
|
524 |
+
with gr.Column():
|
525 |
+
with gr.Row():
|
526 |
+
with gr.Column(scale=1):
|
527 |
+
orchestra_problem = gr.Textbox(
|
528 |
+
label="Problem Statement",
|
529 |
+
placeholder="Enter a complex problem that benefits from multiple reasoning perspectives...",
|
530 |
+
lines=6
|
531 |
+
)
|
532 |
+
orchestra_context = gr.Textbox(
|
533 |
+
label="Additional Context (Optional)",
|
534 |
+
placeholder="Background information, constraints, or specific requirements...",
|
535 |
+
lines=3
|
536 |
+
)
|
537 |
+
orchestra_analyze_btn = gr.Button("πΌ Start Orchestra Analysis", variant="primary", size="lg")
|
538 |
|
539 |
+
# Orchestra Results
|
540 |
+
with gr.Column():
|
541 |
+
deep_output = gr.HTML(label="π Deep Thinker Analysis", elem_classes=["html-content"])
|
542 |
+
strategic_output = gr.HTML(label="π Quick Strategist Analysis", elem_classes=["html-content"])
|
543 |
+
detective_output = gr.HTML(label="π Detail Detective Analysis", elem_classes=["html-content"])
|
544 |
+
synthesis_output = gr.HTML(label="πΌ Final Orchestrated Solution", elem_classes=["html-content"])
|
|
|
|
|
|
|
|
|
|
|
|
|
545 |
|
546 |
orchestra_analyze_btn.click(
|
547 |
fn=run_full_orchestra,
|
|
|
555 |
### Try these example problems to see the Orchestra in action:
|
556 |
|
557 |
**π’ Business Strategy:**
|
558 |
+
"Our tech startup has limited funding and needs to decide between focusing on product development or marketing. We have a working MVP but low user adoption. Budget is $50K for the next 6 months."
|
559 |
|
560 |
**π€ Ethical AI:**
|
561 |
+
"Should autonomous vehicles prioritize passenger safety over pedestrian safety in unavoidable accident scenarios? Consider the ethical, legal, and practical implications for mass adoption."
|
562 |
|
563 |
**π Environmental Policy:**
|
564 |
+
"Design a policy framework to reduce carbon emissions in urban areas by 40% within 10 years while maintaining economic growth and social equity."
|
565 |
|
566 |
**𧬠Scientific Research:**
|
567 |
+
"We've discovered a potential breakthrough in gene therapy for treating Alzheimer's, but it requires human trials. How should we proceed given the risks, benefits, regulatory requirements, and ethical considerations?"
|
568 |
|
569 |
**π Educational Innovation:**
|
570 |
+
"How can we redesign traditional university education to better prepare students for the rapidly changing job market of the 2030s, considering AI, remote work, and emerging technologies?"
|
571 |
|
572 |
**π Urban Planning:**
|
573 |
+
"A city of 500K people wants to build 10,000 affordable housing units but faces opposition from current residents, environmental concerns, and a $2B budget constraint. Develop a comprehensive solution."
|
574 |
+
|
575 |
+
**π Transportation Future:**
|
576 |
+
"Design a comprehensive transportation system for a smart city of 1 million people in 2035, integrating autonomous vehicles, public transit, and sustainable mobility."
|
577 |
""")
|
578 |
+
|
579 |
+
# Quick copy buttons for examples
|
580 |
+
with gr.Row():
|
581 |
+
gr.Button("π Copy Business Example", variant="secondary").click(
|
582 |
+
lambda: "Our tech startup has limited funding and needs to decide between focusing on product development or marketing. We have a working MVP but low user adoption. Budget is $50K for the next 6 months.",
|
583 |
+
outputs=[]
|
584 |
+
)
|
585 |
|
586 |
# Footer
|
587 |
gr.HTML("""
|
588 |
+
<div style="text-align: center; margin-top: 30px; padding: 20px; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); border-radius: 15px; color: white;">
|
589 |
+
<h3>πΌ How the Orchestra Works</h3>
|
590 |
+
<div style="display: grid; grid-template-columns: repeat(auto-fit, minmax(250px, 1fr)); gap: 20px; margin: 20px 0;">
|
591 |
+
<div style="background: rgba(255,255,255,0.1); padding: 15px; border-radius: 10px;">
|
592 |
+
<h4>π Deep Thinker (DeepSeek R1)</h4>
|
593 |
+
<p>Provides thorough philosophical and theoretical analysis with comprehensive reasoning chains</p>
|
594 |
+
</div>
|
595 |
+
<div style="background: rgba(255,255,255,0.1); padding: 15px; border-radius: 10px;">
|
596 |
+
<h4>π Quick Strategist (Qwen3 32B)</h4>
|
597 |
+
<p>Delivers practical strategies, action plans, and rapid decision-making frameworks</p>
|
598 |
+
</div>
|
599 |
+
<div style="background: rgba(255,255,255,0.1); padding: 15px; border-radius: 10px;">
|
600 |
+
<h4>π Detail Detective (QwQ 32B)</h4>
|
601 |
+
<p>Conducts comprehensive investigation, fact-checking, and finds hidden connections</p>
|
602 |
+
</div>
|
603 |
+
<div style="background: rgba(255,255,255,0.1); padding: 15px; border-radius: 10px;">
|
604 |
+
<h4>πΌ Orchestra Conductor</h4>
|
605 |
+
<p>Synthesizes all perspectives into unified, comprehensive solutions</p>
|
606 |
+
</div>
|
607 |
+
</div>
|
608 |
+
<p style="margin-top: 20px;"><em>Built with β€οΈ using Groq's lightning-fast inference, Gradio, and beautiful HTML formatting</em></p>
|
609 |
</div>
|
610 |
""")
|
611 |
|