This guide explains what a knowledge base and Retrieval‑Augmented Generation (RAG) are, why personal knowledge bases are valuable, and provides step‑by‑step instructions for using Cloud Studio's DeepSeek‑R1 CPU template to set up and query a private knowledge base with Open‑WebUI or AnythingLLM.
Tencent Cloud’s Cloud Studio team migrated its fragmented monorepo workflow to a self‑hosted, Kubernetes‑based cloud development environment, unifying code in a trunk‑based repository, delivering pre‑warmed IDE images, fast Git and startup performance, robust security, and laying groundwork for containerized debugging, vGPU AI training, and seamless cloud‑native development.
This guide explains how Cloud Studio users can simplify workspace setup by using YAML templates that define environment images, variables, extensions, lifecycle commands, and sidecar services, providing step‑by‑step instructions, code examples, and visual illustrations for creating, importing, and deploying fully configured cloud development environments.
From renting physical servers to leveraging scalable cloud services, Cloud Studio turns the browser into a full‑featured IDE that lets developers build, preview, and deploy static or framework‑based websites with a single click, supporting custom domains, serverless functions, and collaborative workflows, dramatically simplifying modern web production.
