AI Workflow Builder (Assignment Submission)

Overview

This project is a workflow builder inspired by tools like Make.com.
It allows users to:

• Create stacks (nodes)
• Upload documents
• Query LLMs
• Manage workflows in the backend

The UI is being built in React + TypeScript, and the backend uses FastAPI + PostgreSQL + SQLAlchemy.

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✅ Current Progress

• Backend
  • Workflow creation and retrieval (/workflow/create, /workflow/{id})
  • LLM query endpoint (/llm/query)
  • Document upload and text extraction from PDFs
• Frontend
  • Dashboard with stack creation
  • “Run Pipeline” button integrated (frontend wiring to backend API)
  • UI components for stacks and workflows

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🔄 Work in Progress

• Final pipeline runner logic (sequential node execution like Make.com)
• UI polish: centralized pipeline run button, workflow visualization
• Enhanced error handling and status messages

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🚀 Next Steps

• Connect frontend Run Pipeline button to backend /pipeline/run
• Implement dynamic pipeline runner (based on JSON definition of nodes)
• Final design polish (Figma alignment, responsive UI)

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How to Run

In Bash terminal

For Backend

cd backend uvicorn main:app --reload

For Frontend

cd frontend npm install npm start