Build a Coding Assistant with Weaviate MCP: RAG over Code & Docs

This guide demonstrates how to build a coding assistant using Weaviate's Model Context Protocol (MCP) integration, enabling retrieval-augmented generation (RAG) capabilities over codebases and documentation. The tutorial shows how to leverage Weaviate as a vector database to index and search through code and documentation, allowing an AI assistant to provide context-aware coding help and answers based on specific projects or knowledge bases.

Source: Weaviate | 2026-05-21