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CoreTexAI | Treelight Innovations

CoreTexAI is a flagship Memory Orchestration Engine designed for high-performance, stateful intelligence. Developed by Treelight Innovations, it represents the evolution of RAG into a persistent, multi-tiered knowledge vault.


🚀 The Flagship Advantage

Unlike standard RAG prototypes, CoreTexAI is built for the enterprise, leveraging state-of-the-art orchestration and non-blocking data intake.

Key Innovations

  • Gemini 3.1 Pro Orchestration: Native integration with the three-tier thinking system (Low, Medium, High) for dynamic IQ control.
  • Tiered Memory Vaults: Persistent relational tracking of all intelligence tiers—no more "amnesiac" sessions.
  • Async-First Intake: A non-blocking ingestion engine that handles enterprise-scale data without lagging the Gateway.
  • Enterprise Security: A proprietary encrypted vault tier for master keys and gateway secrets.
  • Resilient Intelligence: Integrated exponential backoff and jitter to weather API rate limits and ensure uptime.

🛠 Tech Stack

  • Orchestrator: Gemini 3.1 Pro (Mixture-of-Experts)
  • Gateway: FastAPI (Asynchronous Python)
  • Intelligence Tiers: ChromaDB (Vector) + SQLite (Relational)
  • Frontend: React 19 + Vite + Framer Motion
  • Security: AES-256 Fernet Encryption

📁 Project Architecture

CoreTexAI is designed with a strict separation of concerns to ensure modular scalability:

coretex-ai/
├── backend/            # Core Intelligence Gateway & Memory Orchestrator
├── frontend/           # Flagship Interactive UI
├── vault/              # Encrypted master keys and persistent metadata
└── nm_agent/           # Real-time keystroke correction & contextual refiner

🔒 Security & Provenance

Every piece of data ingested into the CoreTexAI ecosystem is injected with Treelight Innovations provenance tags, ensuring clear data lineage and proprietary compliance.


Proprietary Product of Treelight Innovations © 2026

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