Update README.md

README.md

@@ -43,119 +43,97 @@ dataset_info:
   features:
     - name: dialogue
       dtype: string
-      description: Technical support conversation between user and support agent
+      description: "Technical support conversation with <h>context</h>, <b>user input</b>, and <eot> turn markers"
     - name: equipment
       dtype: string
-      description: Drone model or software involved in the issue
+      description: "Drone model (e.g. DJI Matrice 350 RTK)"
     - name: software_version
       dtype: string
-      description: Version of the software/firmware
+      description: "Firmware/software version (e.g. v2.1.3)"
     - name: OS
       dtype: string
-      description: Operating system of the controller device
+      description: "Controller OS (Windows/macOS/Android/iOS version)"
     - name: error_code
       dtype: string
-      description: Technical error code reported
+      description: "Reported error codes (e.g. GIMBAL_PITCH_LIMIT)"
     - name: reproduction_steps
       dtype: string
-      description: Steps to reproduce the issue
+      description: "Steps to reproduce the issue"
     - name: troubleshooting_steps
       dtype: string
-      description: Recommended troubleshooting steps
+      description: "Recommended troubleshooting sequence"
     - name: diagnostic_tools
       dtype: string
-      description: Tools mentioned for diagnostics
+      description: "Tools mentioned (e.g. DJI Assistant 2)"
     - name: technical_references
       dtype: string
-      description: Knowledge base articles or manuals referenced
+      description: "KB articles/manuals referenced (e.g. KB-2678)"
 ---
 
-
-# Drone Technical Support Dialogue Dataset
-
-## Dataset Description
+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](https://cadenlight1.gumroad.com/l/tgnvjf)
 
-### Supported Tasks
-
-- Technical support dialogue systems
-- Troubleshooting sequence prediction
-- Error code classification
-- Multi-step problem resolution modeling
-
-### Languages
-
-English
-
-## Dataset Structure
-
-Each instance contains:
-- Full dialogue between user and support technician
-- Equipment details (drone model/software)
-- Software/firmware version
-- Operating system information
-- Error codes encountered
-- Troubleshooting steps attempted
-- Diagnostic tools recommended
-- Technical references mentioned
-
-## Dataset Creation
-
-### Curation Rationale
-
-Created to support development of AI assistants for drone technical support, capturing realistic troubleshooting workflows across common UAV platforms.
-
-### Source Data
-
-Simulated technical support conversations based on real-world drone support scenarios.
-
-### Annotations
+Special Tokens
+<h> Context/header information
 
-Each dialogue includes metadata about:
-- Equipment involved
-- Software versions
-- Error codes
-- Operating systems
-- Troubleshooting steps
-- Diagnostic tools
-- Technical references
+<b> User input marker
 
-### Personal and Sensitive Information
+<eot> End of turn marker
 
-No real personal information is included - all dialogues are simulated.
+Supported Tasks
+Technical support dialogue generation
 
-## Considerations for Using the Data
+Error code classification
 
-### Social Impact
+Multi-step troubleshooting prediction
 
-This dataset can help improve technical support systems for drone operators, potentially reducing downtime for critical operations like search & rescue, infrastructure inspection, and agricultural surveying.
+Diagnostic tool recommendation
 
-### Discussion of Biases
+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:
 
-The dataset focuses primarily on commercial drone platforms (DJI, Autel, Skydio) and may not represent issues with less common systems.
+Realistic troubleshooting workflows
 
-### Other Known Limitations
+Platform-specific error patterns
 
-1. Limited to English language interactions
-2. Simulated dialogues may not capture all real-world support scenarios
-3. Focuses on specific drone models and software versions
+Complete diagnostic contexts
 
-## Additional Information
+Source Data
+Professionally simulated dialogues based on:
 
-### Dataset Curators
+DJI/Autel/Skydio documentation
 
-C.J. Jones
+Real support forum patterns
 
-### Licensing Information
+Certified technician input
 
-Creative Commons Attribution 4.0 International (CC BY 4.0)
+Considerations
+Limitations
+English-only technical dialogues
 
-### Citation Information
+Focuses on mainstream commercial platforms
 
-If you use this dataset in your research, please cite it appropriately.
+Simulated error codes may vary from production systems
 
-### Contributions
+Licensing
+Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International
+CC BY-NC-SA 4.0
 
-C.J. Jones created and maintains this dataset.