Agentic RAG: Mastering Document Retrieval with CrewAI, DeepSeek, and Streamlit

This post introduces an Agentic RAG approach for building a secure, document retrieval chatbot using CrewAI. It explains how CrewAI's multi-agent framework processes documents locally, ensuring data security while providing precise retrieval and concise responses. The project integrates CrewAI with DeepSeek, Ollama, and Streamlit for robust language processing and an intuitive user interface. A detailed setup guide and GitHub repository are provided.