AI and Software Diagram Template Library
Architecture diagrams carry most of the explaining in AI and software documents: how an LLM app calls tools, how a transformer block is wired, where a request goes in a solution design. This hub lists the AI and software diagram generators on ConceptViz in one place.
The first group covers machine learning models and agent systems, including MCP, retrieval and tool-calling LLM apps, transformers, CNNs and LSTMs. The second group covers classic software and systems design, from solution architecture and data flow to UML and the V-model used in systems engineering.
Describe your system in plain words, generate a first draft, then edit the labels and layout until it matches your design.
21 pages in this collection. Jump to: AI and machine learning architectures · Software and systems design
AI and machine learning architectures
Models, agents and evaluation plots.
MCP Architecture Diagram GeneratorGenerate MCP architecture diagrams: host, clients, servers, stdio and Streamable HTTP, with exact diagrams checked against the spec.
LLM App Architecture Diagram GeneratorGenerate RAG and AI agent architecture diagrams: retrieval, reranking, memory, tools, and guardrails, with exact reference pipelines.
Transformer Architecture Diagram GeneratorGenerate Transformer architecture diagrams: encoder-decoder, GPT-style decoder-only, and ViT, with exact block diagrams.
CNN Architecture Diagram GeneratorDraw CNN architecture diagrams with computed layer shapes, kernels, and strides, plus LeNet-5, AlexNet-style, and VGG-16 presets.
LSTM Diagram GeneratorDraw exact LSTM, GRU, and RNN cell diagrams with gates and equations, or unroll them through time with stacked and bidirectional layers.
Neural Network Diagram GeneratorGenerate clear neural network architecture diagrams — CNNs, RNNs, LSTMs, GANs, and more — for papers, presentations, and education.
Confusion Matrix GeneratorBuild a confusion matrix from your classification counts — get accuracy, precision, recall, and F1 for binary or multi-class models, export SVG.
ROC Curve GeneratorPlot a ROC curve from your TPR/FPR points, compare models on one chart, and compute the AUC — a high-resolution SVG for any classifier, export SVG.
Software and systems design
Architecture, data flow, UML and systems engineering.
Solution Architecture Diagram GeneratorDraft solution architecture diagrams for RFP responses and design reviews: business context, integrations, and deployment with non-functional notes.
Software Architecture Diagram GeneratorCreate professional software architecture diagrams including microservices, MVC, client-server, and cloud architectures.
Systems Engineering V-Model Diagram GeneratorGenerate systems engineering and software testing V-model diagrams from a text prompt, with an exact diagram redrawn from the FHWA ITS Vee.
Data Flow Diagram GeneratorCreate professional data flow diagrams (DFD) online for free.
Context Diagram GeneratorCreate professional context diagrams (Level 0 DFD) online for free.
UML Diagram GeneratorCreate professional UML diagrams with AI.
Sequence Diagram GeneratorCreate UML sequence diagrams showing messages between users, services, APIs, databases, and external systems.
State Diagram GeneratorCreate UML state diagrams and state transition diagrams for software engineering and system design.
ER Diagram GeneratorCreate professional entity-relationship diagrams for database design and research.
Network Diagram GeneratorCreate professional network diagrams and topology maps with AI.
Block Diagram GeneratorCreate professional block diagrams for system design, engineering, and education.
Activity Diagram GeneratorCreate UML activity diagrams for workflows, business processes, and system behavior.
Use Case Diagram GeneratorCreate UML use case diagrams from actors, system boundaries, use cases, and include or extend relationships.
Looking for something else? Browse all diagram and chart tools.