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A graph-based RAG over code solution! (100% open-source) Traditional RAG chunking fails for code because it breaks the interconnected web of dependencies, cross-file references, and structural relationships that define how code actually works. Graph‑Code fixes this, it: 1. Scans your repo 2. Builds a graph of how files, functions and classes connect 3. Lets you ask questions about that graph in plain English Key features: 🌍 Multi-language support (Python, JS, TS, Rust, Go, Java, C ) 📊 Knowledg
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Watch the full session 👉 https://memgraph.com/webinars/graphrag-for-devs Graph-Code isn't just for visualizing code as a Graph. It combines graph-based search with Claude Code-style searching. The agent decides the best approach. Surgical code replacement with AST function detection. --- About Memgraph: Memgraph is a high-performance, in-memory graph database that serves as a real-time context engine for scalable AI applications. #GraphCode #CodeVisualization #CodeQuery #CodeEditing #AST #Claud
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A VS Code extension provides an interactive graph view of your codebase directly inside the editor. It visualizes relationships between files, functions, and dependencies, helping developers understand complex architectures without manually navigating folder structures. The tool can be especially useful for onboarding, exploring large projects, and gaining a clearer mental model of unfamiliar codebases. | Thanh Hoang
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