Docker Containerization And Cloud Deployment With Configuration Driven Scaling

via “docker containerization and production deployment”

SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.

Unique: Provides both Dockerfile for custom builds and docker-compose for quick local/staging deployments. Environment variable configuration enables deployment across environments without rebuilding images.

vs others: More production-ready than manual installation because it includes PostgreSQL and dependency management; more flexible than managed services (Pinecone) because it can be deployed on-premise or in private clouds.