This release showcases the latest version (v2.0) of the "RAG-using-DeepSeek-R1" repository, focusing on the development of Retrieval-Augmented Generation pipelines using DeepSeek on Lightning AI. The repository illustrates document ingestion, retrieval, and integration with generative AI, emphasizing fine-tuning, evaluation, and optimization for accurate open-domain QA and knowledge management.