SmartKDB v5 Architecture 🏗️

High-Level Design

SmartKDB v5 follows a modular architecture:

  1. Core Engine: Handles storage, indexing, and transactions.

  2. AI Layer: Observes the Core and provides intelligence.

  3. GUI Layer: Visualizes the state of the system.

Directory Structure

smartkdb/
├── core/           # The Database Kernel
│   ├── engine.py   # Main Entry Point
│   ├── storage.py  # Block Storage (Append-Only)
│   ├── index.py    # B-Tree & Hash Indexes
│   ├── transaction.py # ACID Manager
│   └── versioning.py  # History Manager
├── ai/             # The Intelligence
│   ├── brain.py    # Query Statistics
│   ├── trainer.py  # Dataset Tools
│   └── llm_connectors.py # LLM Interface
├── gui/            # The Interface
│   ├── backend.py  # FastAPI App
│   └── frontend/   # HTML/JS Dashboard
└── plugins/        # Extensions

Data Flow

  1. Write: engine.py -> transaction.py (Log) -> storage.py (Write) -> index.py (Update) -> versioning.py (Archive) -> distributed.py (Broadcast).

  2. Read: engine.py -> index.py (Lookup) -> storage.py (Read).

  3. AI Loop: brain.py monitors engine.py calls -> Updates stats -> Suggests optimizations.