genieincodebottle/rag-app-on-aws
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.
Implements serverless document processing with pgvector-backed semantic search on PostgreSQL RDS, orchestrated through Lambda functions for embedding generation and query handling. Includes a Remote MCP Server for real-time web search integration via SerpAPI, enabling hybrid RAG that combines retrieved documents with live information. Multi-environment Terraform modules manage networking, Cognito authentication, and GitHub Actions CI/CD with automated testing and infrastructure lifecycle management.
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Stars
55
Forks
27
Language
Python
License
MIT
Category
Last pushed
Jun 30, 2025
Commits (30d)
0
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