Private GPT is an advanced AI project tailored for secure and private environments, allowing users to query documents using powerful Large Language Models (LLMs) even offline. It ensures complete privacy by ensuring all data remains within the user’s execution environment throughout the process, without any external data transmission.
The project offers a comprehensive API that adheres to the OpenAI standard, supporting both standard and streaming responses. It consists of two main components: a high-level API that simplifies the implementation of a Retrieval Augmented Generation (RAG) pipeline, and a low-level API for advanced users to customize and integrate complex AI workflows.
Private GPT addresses critical privacy concerns, particularly relevant in sensitive domains such as healthcare and legal sectors. By keeping data entirely under user control, developers can confidently leverage AI capabilities to build applications while maintaining strict privacy protocols, enhancing the adoption of generative AI in data-sensitive industries.