license: cc-by-nc-sa-4.0
language:
- en
task_categories:
- text-generation
- question-answering
task_ids:
- dialogue-modeling
- closed-domain-qa
- explanation-generation
tags:
- drones
- technical-support
- troubleshooting
- UAV
- robotics
- DJI
- Autel
- Skydio
- cloud-services
- error-codes
- diagnostics
- flight-software
- hardware-issues
- battery-management
- camera-systems
- mission-planning
- authentication
- API-errors
- firmware
- telemetry
- gimbal
- obstacle-avoidance
- geofencing
- live-streaming
- iOS
- Android
- Windows
- macOS
Drone Technical Support Dialogue Dataset Dataset Description Simulated technical support conversations for commercial drone platforms, featuring structured troubleshooting dialogues with complete technical metadata.
This is a sample dataset containing simulated technical support conversations between drone operators and support technicians, covering various hardware and software issues across multiple drone platforms (DJI, Autel, Skydio) and cloud services.
⚡ This sample: Just a few records
🚀 Full dataset: 100,000 high-quality records
📦 Includes: structured JSON, multi-turn data, consistent formatting
🔗 Get the full version →Access the full 100,000 record dataset on Gumroad
The full CJ Jones' synthetic dataset catalog is available at: https://datadeveloper1.gumroad.com
Want more? 🚀 Get the AI Startup Bundle from Gumroad.
Special Tokens Context/header information
User input marker
End of turn marker
Supported Tasks Technical support dialogue generation
Error code classification
Multi-step troubleshooting prediction
Diagnostic tool recommendation
Dataset Structure json { "dialogue": "context user message response ", "equipment": "DJI Matrice 350 RTK", "software_version": "v2.1.3", "OS": "Windows 10 21H2", "error_code": "GIMBAL_PITCH_LIMIT", "reproduction_steps": "Occurs during automated missions", "troubleshooting_steps": "1. Verify GPS lock\n2. Calibrate compass", "diagnostic_tools": "DJI Assistant 2", "technical_references": "KB-2678, TB-174" } Dataset Creation Curation Rationale Designed to train AI systems for drone technical support with:
Realistic troubleshooting workflows
Platform-specific error patterns
Complete diagnostic contexts
Source Data Professionally simulated dialogues based on:
DJI/Autel/Skydio documentation
Real support forum patterns
Certified technician input
Considerations Limitations English-only technical dialogues
Focuses on mainstream commercial platforms
Simulated error codes may vary from production systems
Licensing Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International CC BY-NC-SA 4.0
Disclaimer: There are no implied guarrantees and user must accept all risk and resposibilities regarding the use of this and any other datasets provided by CJ Jones.
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