LLM ສຳລັບອົງກອນສ່ວນຕົວ (RAG)

The Technical Challenge

Enabling a corporate entity to leverage generative AI on highly confidential internal documents, ensuring 100% Data Privacy compliance and zero dependency on third-party public APIs like OpenAI.

Software & AI Integration

• Local LLM Deployment: Configuration and hosting of open-source models (e.g., Llama, Mistral) on isolated private servers.
• Advanced RAG Architecture: Development of a proprietary vector database in Python for real-time semantic retrieval of internal knowledge.
• Custom FastAPI Layer: Engineered a bespoke API backend to seamlessly integrate the isolated AI engine with the client's existing ERP.
• Zero Data Leakage: An end-to-end encrypted pipeline designed to strictly confine all information processing within the corporate firewall.