license: cc-by-nc-sa-4.0
language:
- en
task_categories:
- text-generation
- question-answering
- text2text-generation
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
dataset_info:
features:
- name: dialogue
dtype: string
description: >-
Technical support conversation with <h>context</h>, <b>user input</b>,
and <eot> turn markers
- name: equipment
dtype: string
description: Drone model (e.g. DJI Matrice 350 RTK)
- name: software_version
dtype: string
description: Firmware/software version (e.g. v2.1.3)
- name: OS
dtype: string
description: Controller OS (Windows/macOS/Android/iOS version)
- name: error_code
dtype: string
description: Reported error codes (e.g. GIMBAL_PITCH_LIMIT)
- name: reproduction_steps
dtype: string
description: Steps to reproduce the issue
- name: troubleshooting_steps
dtype: string
description: Recommended troubleshooting sequence
- name: diagnostic_tools
dtype: string
description: Tools mentioned (e.g. DJI Assistant 2)
- name: technical_references
dtype: string
description: KB articles/manuals referenced (e.g. KB-2678)
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. 🔗 Full dataset available on 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