metadata
title: AEGIS BIO LAB 10 CONDUCTOR
emoji: 🧬
colorFrom: blue
colorTo: green
sdk: docker
pinned: false
license: mit
AEGIS BIO LAB 10 CONDUCTOR
Advanced multi-domain analysis system powered by DeepSeek-V3.2-Exp with HuggingFace InferenceClient integration.
🚀 Features
- HuggingFace InferenceClient: Direct integration with HF models for reliable performance
- DeepSeek-V3.2-Exp: Latest model for enhanced reasoning and analysis
- Multi-Domain Expertise: Economics, Technology, Security, Health, Environment, Strategy
- Global Analysis: Coverage across 8 global regions
- Intelligent Failover: Seamless switching between model endpoints
- Real-time Analysis: Instant responses with optimized API calls
🔧 Configuration
This space requires only one secret to be set in Settings > Secrets:
HF_TOKEN=your_huggingface_token
🌐 Model Endpoints
- DeepSeek-V3.2-Exp (Primary): Latest experimental model with enhanced capabilities
- DeepSeek-V3-Base (Secondary): Stable base model for reliable inference
- DeepSeek-Fallback (Tertiary): Additional endpoint for high availability
🧠 Capabilities
- Economic Analysis: Market dynamics, financial implications, policy recommendations
- Technology Assessment: AI impacts, cybersecurity, innovation trends
- Security Analysis: Threat assessment, risk evaluation, geopolitical stability
- Health Systems: Pandemic preparedness, biotechnology, public health policies
- Environmental Impact: Climate change, sustainability, ecological analysis
- Strategic Planning: Long-term analysis, policy frameworks, cross-domain insights
🔄 How InferenceClient Works
The system uses HuggingFace InferenceClient for:
- Direct model access without raw HTTP requests
- Automatic retry logic and error handling
- Optimized message formatting for chat completion
- Built-in rate limiting and queue management
📊 Usage
Simply ask questions about any domain - the AEGIS CONDUCTOR will provide comprehensive analysis with global perspective and strategic insights.
🛡️ Model Information
- Primary Model: deepseek-ai/DeepSeek-V3.2-Exp
- Secondary Model: deepseek-ai/DeepSeek-V3-Base
- API Method: HuggingFace InferenceClient.chat_completion()
- Capabilities: Advanced reasoning, multi-domain analysis
- Context: Optimized for complex analytical tasks
- Reliability: Multiple model endpoints for high availability
🔧 Technical Details
- Framework: Flask with HuggingFace Hub integration
- Dependencies: huggingface_hub, flask, requests, pydantic
- Deployment: Docker container on HuggingFace Spaces
- Authentication: HF_TOKEN for model access
Powered by AEGIS BIO LAB 10 CONDUCTOR - Multi-Domain Expert System with HuggingFace InferenceClient