Building a RAG-Based Chat with PDF Application Using DeepSeek-R1 Locally
Introduction Retrieval-Augmented Generation (RAG) , which combines document retrieval with large language model (LLM), is a potential technique for enhancing the accuracy and relevance of AI-generated responses. This guide will show you how to build a privacy-first RAG system that processes PDFs locally using the following methods: DeepSeek-R1 for high-performance text generation. LangChain for document processing and retrieval. Ollama for running DeepSeek-R1 efficiently on your local machine. Streamlit for building an interactive chat interface. […]
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