Hands-on Tutorial: Build Your Own Coding Copilot with Qwen3-Coder, Qwen Code, and Code Context

What this post added

This post details the integration of Code Context, an open-source MCP-compatible plugin, with Qwen Code and Qwen3-Coder to enable semantic code search for AI coding assistants. It outlines the prerequisites, environment setup, and configuration steps for integrating Zilliz Cloud as the vector database. The tutorial demonstrates how to use Code Context's `index-codebase` and `search-code` tools to enhance AI coding copilots with the ability to understand existing codebases, find relevant code snippets, and assist in tasks like code renaming.