PrivateGPT 与 Prem AI：哪个私有 AI 平台适合企业使用？

PrivateGPT and Prem AI both promise private AI that allows users to maintain control over their data, but they address different needs. PrivateGPT is an open-source RAG pipeline designed for document Q&A, while Prem AI serves as an enterprise platform focused on fine-tuning, evaluating, and deploying custom models. The choice between the two depends on whether users need to query existing documents or build AI models trained on proprietary data. Recent enterprise surveys indicate that 92% of data privacy concerns influence AI infrastructure decisions, and both platforms tackle this by keeping data local. Launched in May 2023, PrivateGPT has garnered over 57,000 GitHub stars, while Prem AI raised $19.5 million and integrated compliance certifications (SOC 2, HIPAA, GDPR) into its platform from the outset.