AI-Powered Hybrid Storage Zero Config

Intelligent Data
Routing Engine

Automate your storage decisions with TinyLlama-based neural inference. Paste any unstructured data—ClathSQL decides SQL, NoSQL, or Visualization automatically.

~5s

Inference Time

99%

Accuracy Rate

3

Routing Paths

                            class ClathSQL_Brain:
                              def clutch_logic(self, raw_input):
                                # AI decides the best route
                                if has_json(raw_input):
                                  return "NOSQL"
                                elif is_sql_keyword(raw_input):
                                  return "SQL"
                                else:
                                  return ai_infer(raw_input)
                        

Brain: Online

Vault: Ready

Core Features

Built for Automation

Enterprise-grade data routing with zero manual classification required

AI Decision Engine

TinyLlama-1.1B Chat model with semantic understanding and pattern recognition for intelligent routing decisions.

Semantic context awareness
Pre-trained on 1.1B parameters
Temperature-controlled output

Dual-Storage Vault

Hybrid SQLite + JSON document store with indexed temporal tracking and lock-safe concurrent writes.

Auto-timestamped records
PID concurrency control
Query optimization indexes

Dynamic Visualization

Automatic Matplotlib plotting for numerical sequences with trend analysis and statistical insights.

Embedded in GUI interface
Dark mode styling
Mean & median calculation

Real-time Monitoring

Live CPU/RAM telemetry, vault statistics dashboard, and system health indicators via CustomTkinter.

Non-blocking UI updates
Thread-safe architecture
Auto-refresh every 30s

Export Automation

One-click CSV export of combined vault contents with source tagging and timestamp preservation.

Pandas-powered export
Timestamped filenames
Source metadata included

Production Ready

Graceful shutdown handling, input sanitization, memory leak prevention, and adversarial attack mitigation.

Input size limits enforced
Explicit resource cleanup
Error recovery mechanisms

System Architecture

Three-Tier Design

Clean separation of concerns for maintainable, scalable intelligence

Data Input

Unstructured paste, JSON, SQL queries, or numerical sequences enter through the GUI or API layer.

⚡ AI Brain Processing

ClathSQL Brain

Hybrid routing logic: Regex bypass for obvious cases, neural inference for edge cases.

Smart Routing

Routes to SQL, NoSQL, or Plot based on content analysis.

The Vault

Persistent storage with indexed SQLite tables and append-only JSON document store.

Workflow

How It Works

Four simple steps from paste to persistent storage

Paste Data

Insert any unstructured content into the enterprise dashboard—JSON, SQL, numbers, or plain text.

Click Clutch

Trigger the "⚡ CLUTCH DATA" button. The brain runs hybrid routing logic in the background thread.

AI Decides

TinyLlama analyzes patterns, keywords, and structure to determine the optimal storage pathway.

Vault Stores

Data lands in the appropriate destination—SQLite table, JSON doc, or rendered visualization plot.

Intelligent DataRouting Engine

~5s

99%

3