Privacy is the new gold standard in AI. I built a system that lets businesses use LLMs without ever sending data to the cloud.
Deploying Local Large Language Models
Using Ollama and customized weights, I deployed a high-performance LLM on local workstation hardware. This allows for high-speed inferences while keeping all data behind a firewall.
Retrieval-Augmented Generation (RAG)
The chatbot utilizes a local vector database to search through internal company documents. This ensures the AI only speaks from approved facts, minimizing hallucinations and maximizing utility.
Technologies Analyzed
Python LangChain Vector DB Privacy