Building Professional Diagrams: LLM/RAG Example using Mermaid, problems and possible solution using your GenAI diagram generator

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Creating professional diagrams for AI architecture can be challenging due to the complexity and bugs in tools like Mermaid. The author shares experiences of overcoming these challenges by experimenting with Mermaid and discusses the potential of using GenAI for faster, higher-quality diagrams. Several issues such as unpredictable layouts and rendering problems in Mermaid are highlighted, with potential solutions and alternatives like GraphViz and custom Python code suggested.

Building Professional Diagrams: LLM/RAG Example

<p>🤔 I’ve also struggled with Mermaid’s quirks and have recently started exploring <code>GraphViz</code> for diagram generation - it’s been a game-changer for my AI architecture visualizations 🚀.</p>


<p>It would be great if the PDFs content were parsed and embedded into the RAG.</p>
