AI Verbalization System

Real-time Trip Data Processing Architecture

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📥 Complex JSON Input

Raw Data 

                

                

                    ~2.5KB
                    application/json
                

            


            
            

                

                
Data Extraction

                

            


            
            

                

                    
⚙️ Parsing & Processing

                    Active
                

                

                    

                        

                            
🔍

                            

                                
Data Validation

                                
Validate JSON structure & field types

                            

                            
✓

                        

                        

                            
📍

                            

                                
Coordinate Extraction

                                
Parse GPS coordinates & waypoints

                            

                            
✓

                        

                        

                            
🗺️

                            

                                
Geocoding

                                
Reverse geocode to location names

                            

                            
✓

                        

                        

                            
🧠

                            

                                
Context Building

                                
Prepare structured data for LLM

                            

                            
✓

                        

                    

                

                

                    ⏱️ ~1.2s
                    CPU: 45%
                

            


            
            

                

                
LLM Processing

                

            


            
            

                

                    
📤 Simplified Output

                    Generated
                

                

                    

                

                

                    Readability: High
                    Language: Natural