This Guide will help you to deploy a Production level RAG application into your workstation/local machine or Server. LocalRAG is a is a cool self-hosting application made by me which enables you to…

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LocalRAG is a self-hosting application designed to deploy a production-level RAG chatbot on a local machine or server, ensuring data privacy and security. The application utilizes LangChain for backend processing, Streamlit for the frontend, Qdrant as the vector store, and Redis for storing chat messages. Prerequisites include setting up a Python virtual environment and Docker. Users also need to install Ollama for running large language models locally. The guide provides steps to clone the necessary repository and run the application using Streamlit.

LocalRAG: Deploy a production-grade RAG chatbot on your Local Machine or Server

Containerize and Deploy ML Models with FastAPI & Docker

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