README.md

---
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](https://datadeveloper1.gumroad.com/l/tgnvjf)

The full CJ Jones' synthetic dataset catalog is available at: https://datadeveloper1.gumroad.com

<a href="https://datadeveloper1.gumroad.com/l/dxxja" style="display: inline-block; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); color: white; font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif; font-weight: 600; font-size: 16px; padding: 14px 28px; border-radius: 50px; text-decoration: none; box-shadow: 0 4px 15px rgba(0,0,0,0.2); transition: transform 0.2s, box-shadow 0.2s; border: 1px solid rgba(255,255,255,0.2);" onmouseover="this.style.transform='translateY(-2px)'; this.style.boxShadow='0 6px 20px rgba(0,0,0,0.3)';" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 4px 15px rgba(0,0,0,0.2)';">Want more? 🚀 Get the AI Startup Bundle from Gumroad.</a>


Special Tokens
<h> Context/header information

<b> User input marker

<eot> End of turn marker

Supported Tasks
Technical support dialogue generation

Error code classification

Multi-step troubleshooting prediction

Diagnostic tool recommendation

Dataset Structure
json
{
  "dialogue": "<h>context</h> <b>user message</b> response <eot>",
  "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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