About

Sketch2TikZ AI

Convert natural language and hand-drawn sketches into professional LaTeX TikZ diagrams.

IBM SkillsBuild AICTE 2026 · Problem Statement 26

Sketch2TikZ AI unifies prompt-based diagram generation, sketch understanding, and live LaTeX compilation in one modern workspace. Built to run on IBM Cloud Lite with Granite models, Cloudant, Object Storage and Code Engine.

Prompt → TikZ
Natural language
Sketch → TikZ
Vision-powered
Auto-fix
Compile & repair
The Challenge

Technical diagrams should not require expert code.

Creating professional LaTeX diagrams with TikZ is complex and time-consuming. Students, researchers, educators and technical writers must learn difficult syntax, debug compilation failures and repeatedly refine layouts before an idea becomes publication-ready.

Conventional diagram tools often produce outputs that do not integrate cleanly with LaTeX. Sketch2TikZ AI closes that gap with an accessible, agent-driven workflow built for academic and technical communication.

The Objective

One orchestrated path from idea to output.

Build an AI-powered Sketch2TikZ Agent using IBM Granite models, with IBM watsonx Orchestrate coordinating the tools required to generate, validate, compile, repair and deliver professional diagrams.

Describe
Generate
Validate
Compile
Repair
Export
Core Capabilities

Built for the complete diagram lifecycle.

Natural Language to TikZ

Turn plain-English requests into accurate, compilable TikZ source.

Sketch to Diagram

Analyze uploaded hand-drawn sketches and recreate their structure with AI vision.

Agentic Orchestration

Use IBM watsonx Orchestrate to coordinate generation, validation, compilation, repair and delivery.

AI-Powered Auto Fix

Detect LaTeX errors, explain failures and repair invalid TikZ automatically.

Real-Time Preview

Compile generated code into PDF and return immediate visual feedback.

Multi-Format Export

Export finished diagrams as PDF, PNG, SVG and editable TEX files.

Project Management

Save, organize, refine and revisit diagram projects with version history.

Cloud Storage

Securely store projects and generated assets with IBM Cloud services.

Publication-Ready Output

Produce polished diagrams for papers, presentations and technical documentation.

SM

Creator

Made by Shubham Mankar

Designed and developed as an AI-powered workspace that turns ideas and sketches into clean, publication-ready TikZ diagrams.