System Documentation
State Integrity
Automatic search lockdown during active ingestion to prevent database collisions.
Vector Node
High-dimensional embedding storage optimized for RAG and semantic retrieval.
Neural Layer
XLM-RoBERTa architecture for multilingual intent detection across 100+ locales.
Initialize connection via the 'Connect Source' node. Our system performs real-time validation to ensure the Application ID matches Play Store protocols.
Neural engine pulls batch datasets. In case of handshake failure, the system triggers an autonomous 3-cycle retry mechanism.
If the data stream is interrupted, our Smart Fallback architecture ensures AI processing continues using the available verified fragments.
Analyze results via Semantic Explorer for vector-based search or generate automated responses using our XLM-RoBERTa draft engine.
Stack Manifest
Front-End
- Next.js 15 App Router
- Tailwind + Shadcn UI
- SWR Data Polling
- Recharts Visuals
Back-End
- FastAPI Python 3.11+
- Uvicorn ASGI Server
- Play Store Scraper
- Pydantic Validation
Neural Core
- Llama 3.3 (70B) via Groq
- XLM-RoBERTa Base
- Sentence Transformers
- Vector Similarity
Infrastructure
- PostgreSQL + Pgvector
- Supabase DB Hosting
- Hugging Face Models
- Vercel Edge Network
Stability Protocol
Architecture includes an Auto-Reconnect node. The engine maintains persistence through network volatility.