How to Protect Sensitive Data by Running LLMs Locally with Ollama

Engineers building AI applications face privacy concerns when sending sensitive data to external APIs, leading to local solutions like Ollama. Ollama allows developers to run large language models on their own machines without API keys or cloud infrastructure, ensuring data stays local. The tool works like "Docker for AI models" and offers OpenAI-compatible APIs for easy integration with minimal code changes. While local models sacrifice some response quality and speed compared to cloud solutions like GPT-4, they provide crucial data privacy for sensitive applications in finance, healthcare, and legal sectors.