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Built with AI SDK · shadcn/ui · Next.js

© 2026 AI SDK Patterns

CSV Editor

AI-assisted tabular data editing. Paste CSV data, ask AI to transform, analyze, or clean it, and see the results in an editable table with AI suggestions.

coreadvancedcsvtabledata-editinggenerateObject

Loading interactive preview...

Installation

Option 1: Install via CLI

pnpm dlx shadcn@latest add https://ai-sdk-patterns.vercel.app/r/csv-editor

Automatically installs the pattern and its dependencies in your project.

Option 2: Copy or Download

Download the complete pattern as a standalone Next.js project.

Usage

1. Set up environment variables

# .env.local
ANTHROPIC_API_KEY=your_anthropic_key
OPENAI_API_KEY=your_openai_key
GOOGLE_GENERATIVE_AI_API_KEY=your_google_key

Add your AI provider API key to enable real functionality.

2. Run the development server

npm run dev
# or
pnpm dev
# or
yarn dev

Open http://localhost:3000 to see the pattern in action.

3. Customize for your needs

The pattern is ready to use. Modify the components, API routes, and styling to fit your application.

  • Update the UI components in app/page.tsx
  • Modify API logic in app/api/
  • Adjust styling with Tailwind CSS classes
  • Add your own business logic and data sources

Use Cases

Financial Data Analysis

Build tools that clean, transform, and analyze financial spreadsheets with AI-powered insights and suggestions.

Sales Data Processing

Create systems that process sales data, generate reports, identify trends, and suggest optimization strategies.

Research Data Management

Develop platforms that clean experimental data, perform statistical analysis, and generate research summaries.

Inventory Management Tools

Build systems that analyze inventory data, suggest reorder points, and optimize stock levels with AI assistance.

Technical Details

Dependencies

• Next.js 16+ (App Router)
• AI SDK v6
• React 18+
• Tailwind CSS
• TypeScript

Files Included

• app/page.tsx
• app/api/csv-edit/route.ts

Related patterns

Structured Output

Generate typed, validated JSON data using Zod schemas and the generateObject function.

Form Generator

AI generates dynamic forms from natural language descriptions using generateObject with Zod schemas. Describe a form in plain English and get a fully rendered, interactive form.

Interactive Demo Coming Soon

The csv-editor pattern demo is being prepared.

Download the pattern to try it with your API key