EdukaAI

Privacy-first training data tool for LLM fine-tuning
From AI conversations to custom-trained models — 100% local, zero configuration

EdukaAI is a self-hosted tool that helps you collect, curate, and export training data for fine-tuning Large Language Models. It captures your best AI conversations — from OpenCode, OpenWebUI, or manual entry — and turns them into high-quality datasets, all while keeping your data local and private.

🎯 Why EdukaAI?

🔒 Privacy First — Your data never leaves your machine. Local SQLite database, no cloud, no tracking.

⚡ Zero Configuration — Install and run. No complex setup. Start collecting in minutes.

🎣 Capture Anywhere — Manual entry, file imports, or live capture from your favorite AI tools.

✅ Quality Control — Review workflow ensures only your best examples reach your training dataset.

📤 Multiple Export Formats — Alpaca, ShareGPT, JSONL, CSV — works with any training pipeline.

🚀 Quick Start

NPM (Recommended)

# One-time use
npx @elgap/edukaai

# Or install globally
npm install -g @elgap/edukaai
edukaai

Open http://localhost:3030 and start capturing.

✨ Four Ways to Capture Data

1️⃣ Manual Entry

Create samples directly in the web UI — perfect for human-crafted "golden" examples.

2️⃣ File Import

Upload existing datasets (Alpaca, ShareGPT, CSV) — ideal for migration.

3️⃣ OpenCode Plugin 🆕

Capture coding conversations with one click from OpenCode CLI.

Plugin: github.com/ElGap/edukaai-opencode

4️⃣ OpenWebUI Plugin 🆕

Export conversations from your self-hosted OpenWebUI instance.

Plugin: github.com/ElGap/edukaai-openwebui

📊 Core Features

Dataset Management

• Create multiple datasets for different projects
• Set goals and track progress with visual milestones
• Organize by purpose: coding, creative writing, Q&A, roleplay

Training Sample Management

• Core Fields: Instruction, Input, Output, System Prompt
• Metadata: Category, Difficulty, Quality (1-5 stars), Tags
• Review Workflow: Draft → In Review → Approved/Rejected
• Bulk Operations: Approve, categorize, or delete multiple samples

Quality Control

• Draft-First: All captures start in Draft for your review
• Duplicate Detection: Automatic semantic similarity matching
• Auto-Enrichment: Smart categorization and quality suggestions

Export Formats

• Alpaca (JSON) — Industry standard
• ShareGPT (JSON) — Conversation format
• JSONL — For training pipelines
• CSV — For analysis

🔌 Live Capture API

Any tool can send data to EdukaAI via the Universal Capture API:

curl -X POST http://localhost:3030/api/capture \
  -H "Content-Type: application/json" \
  -d '{
    "source": "my-plugin",
    "apiVersion": "1.0",
    "records": [{
      "instruction": "Explain quicksort",
      "output": "Quicksort is a divide-and-conquer algorithm...",
      "category": "coding",
      "qualityRating": 4
    }]
  }'

Endpoint: POST /api/capture
Docs: http://localhost:3030/docs

💻 CLI Reference

Environment Variables:

• EDUKAAI_HOST (default: localhost)
• EDUKAAI_PORT (default: 3030)
• EDUKAAI_DATA_DIR (default: ~/.edukaai)

🔒 Privacy & Security

• 100% Local — SQLite database on your machine
• No Cloud — No external API calls
• No Tracking — Zero analytics or telemetry
• MIT License — Full transparency

🛠️ For Developers

Tech Stack

• Frontend: Vue 3 + Nuxt 4 + Tailwind CSS
• Backend: Nuxt 4 API routes
• Database: SQLite (Drizzle ORM)

Build from Source

git clone https://github.com/elgap/edukaai.git
cd edukaai
npm install
npm run dev

Commands

npm run db:reset      # Reset database
npm run test          # Run tests
npm run typecheck     # Type checking
npm run build         # Production build

Project Structure

edukaai/
├── app/              # Nuxt frontend
├── server/           # Backend API
├── bin/              # CLI scripts
└── docs/             # Documentation

📖 Documentation

• Full Documentation: eduka.elgap.ai
• Opencode plugin: github.com/ElGap/edukaai-opencode
• OpenWebUI plugin: github.com/ElGap/edukaai-openwebui

🤝 Contributing

Contributions welcome:

• Plugins — Build integrations for your favorite tools
• Documentation — Tutorials and examples
• Bug Reports — Help us improve

Contribution guidelines will be added soon.

📄 License

MIT License — see LICENSE

🙏 Acknowledgments

• Inspired by the need for simple, private LLM training tools
• Built with Nuxt, Vue, and Tailwind
• Icons by Lucide

Built with ❤️ for the AI community

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