Synthetix AI — Enterprise Vector Intelligence Pipeline

Private on-premise Retrieval-Augmented Generation (RAG) platform indexing 1.2M legal and engineering documents with zero external cloud leakage.

Verified Production Case Measured Impact Enterprise Tech Stack

01. The Challenge

Strict data privacy regulations prohibited sending proprietary intellectual property to commercial third-party LLMs.

02. The Solution & Architecture

Built an on-premise pipeline utilizing quantized open-source models (Llama 3 70B) orchestrated on local GPUs with Milvus vector search and a Laravel administration portal.

03. Quantifiable Results & Impact

Strict compliance achieved, search retrieval speeds reduced from 45 minutes to 1.8 seconds, and zero recurring cloud token fees.

Technologies & Frameworks Utilized

Python 3.11 Llama 3 vLLM Milvus Laravel 11 Docker

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