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Containers & Serverless

Containers and serverless from basics to production: Docker images, Kubernetes manifests, and functions that scale to zero. Learn to package apps so they run identically everywhere and deploy without babysitting servers. Includes real configs for local development and cloud deploys.

A cutaway 3D visualization of a Dockerized RAG stack showing interconnected containers for the Gradio app, Ollama LLM server, and Milvus vector database with a document transforming into vector particles.
Containers & Serverless

Anatomy of a Dockerized RAG Stack: The Containers, Ingestion Stages, and Six-Step Query Flow

A Dockerized RAG stack can start anywhere from three to eight containers before you ask a single question — and knowing exactly what each one does turns confusion into control. This walkthrough maps the Gradio, Ollama, Milvus, and NVIDIA NIM containers, follows a PDF through the four-stage…

Sep 3, 2026Read article
Anatomy of a Dockerized RAG Stack: The Containers, Ingestion Stages, and Six-Step Query Flow
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