{"repo":"genieincodebottle/rag-app-on-aws","free":true,"listed":false,"github":"https://github.com/genieincodebottle/rag-app-on-aws","clone":"git clone https://github.com/genieincodebottle/rag-app-on-aws.git","description":"Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Gemini Pro, real-time web search using Remote MCP server and Streamlit UI with token based authentication.","language":"Python","stars":62,"topics":["api-gateway","aws","aws-lambda","aws-s3","gemini-api","genai","generative-ai","rag-chatbot","sonarcloud","sonarqube"],"license":"MIT","category":"ai-agents","readme_excerpt":"    👉 GenAI Roadmap - 2025 End-to-End RAG App with Evaluation on AWS, Integrating Web Search via Remote MCP Server Terraform-based Infrastructure as Code (IaC) to deploy a complete AWS backend for a Retrieval-Augmented Generation (RAG) application. It integrates with Google’s free-tier Gemini Pro and Embedding models for AI powered document querying and includes a Streamlit UI with token-based authentication for interacting with the app. 👉 Related Remote MCP Server: Web Search using SerpAPI Remote MCP Server based on Streaming Http Transport protocol for Real Time Web Search. It's located within the mcp servers/ directory of this repository. 👉 Related UI: RAG UI (Streamlit Frontend) A Streamlit-based frontend application designed to interact with the backend infrastructure deployed by this project. It's located within the rag ui/ directory of this repository. 💰 Estimated cost: $3 ( ₹250) to experiment without the AWS Free Tier, primarily for RDS and NAT Gateway if active. 🎥 YouTube Video: Walkthrough on setting up the application, building, deploying, and running it end-to-end 👇 --- 🔍 Overview This repository contains the complete Terraform codebase for provisioning and managing the AWS infrastructure that powers a RAG application. It allows users to upload documents, which are then processed, embedded, and stored for efficient semantic search and AI-driven querying. 📌 Key features include: - IaC with Terraform : For consistent and repeatable deployments acr","default_branch":null,"files":null,"tree":[],"storefront":"/r/genieincodebottle","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/genieincodebottle/rag-app-on-aws/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}