Z*U*U*P PREFERENCE COLLECTOR

📈 Collection Progress

🗂️ Available Domains

📋 Fed/SLED Procurement (Aureon)

Government contracting expertise covering FAR/DFARS regulations, RFP analysis, proposal writing, and compliance

Categories: RFP Analysis, Proposal Writing, FAR/DFARS Interpretation, Pricing & Cost Strategy

🧬 Biomedical GB-CI (Symbion)

Gut-brain communication interface research, biosensor development, and neural-enteric system analysis

Categories: Biosensor Design, Neural-Enteric Analysis, Clinical Protocols, Data Interpretation

💊 Ingestible GB-CI (Symbion HW)

Capsule endoscopy and in-vivo sensing devices, ingestible electronics design and safety

Categories: Capsule Design, In-Vivo Sensing, Regulatory Pathway, Manufacturing & QC

🔧 Legacy Refactoring (Relian)

COBOL modernization, mainframe migration, and legacy system transformation

Categories: COBOL Analysis, Migration Strategy, Code Translation, Testing & Validation

🤖 Autonomy OS (Veyra)

Agent systems, AI safety, autonomous decision-making, and multi-agent coordination

Categories: Agent Architecture, Safety Constraints, Multi-Agent Coordination, Verification & Alignment

🏛️ Quantum Archaeology (QAWM)

Historical reconstruction using quantum computing, archaeological data analysis, and temporal modeling

Categories: Temporal Modeling, Artifact Analysis, Quantum Algorithms, Data Integration

🌐 Defense World Models (Orb)

3D scene understanding, ISR applications, and geospatial intelligence modeling

Categories: 3D Scene Reconstruction, ISR Analysis, Geospatial Intelligence, Simulation & Prediction

☪️ Halal Compliance (Civium)

Halal certification, supply chain traceability, and Islamic dietary law compliance

Categories: Certification Process, Supply Chain Traceability, Ingredient Analysis, Documentation & Records

📦 Mobile Data Center (PodX)

Edge computing, DDIL (Denied, Degraded, Intermittent, Limited) environments, tactical infrastructure

Categories: Edge Computing, DDIL Operations, Tactical Infrastructure, Security & COMSEC

🏢 HUBZone Contracting (HZ Navigator)

HUBZone small business contracting, certification, and compliance

Categories: HUBZone Certification, Set-Aside Contracting, Ongoing Compliance, Teaming & JVs

🔌 API Endpoints

This Space provides REST API endpoints for programmatic access:

Health Check

GET /api/health

Get Statistics

GET /api/stats

Submit Preference

POST /api/preferences
Content-Type: application/json
X-API-Key: your-api-key (optional)

{
    "domain": "procurement",
    "category": "general",
    "prompt": "Your prompt here",
    "response_a": "Response A text",
    "response_b": "Response B text",
    "preference": "A",
    "annotator_id": "api-user",
    "dimension_scores": {"accuracy": 4, "safety": 5, "actionability": 3, "clarity": 4}
}

Export Data (Premium)

POST /api/export
Content-Type: application/json
X-API-Key: your-export-key

{
    "format": "dpo",
    "min_confidence": 0.6,
    "limit": 1000
}

List Domains

GET /api/domains

Note: Data syncs to HuggingFace Dataset every 2 minutes.