Deep ML Tasks

A powerful Next.js microservice powering AI's machine learning capabilities. This service provides enterprise-grade ML capabilities through RESTful APIs, enabling seamless integration of AI features into your applications.

🚀 Features

• 🧠 NLP Tasks
  • Text Embeddings Generation - Transform text into high-dimensional vectors
  • Text Classification
  • Summarization
  • Semantic Searching (Coming Soon as needed for https://legiEquity.us)

📚 API Documentation

Interactive API documentation is available at /api-doc when running the application. Built with OpenAPI/Swagger, it provides:

• 🔍 Interactive API testing console
• 📋 Request/response schemas
• 💡 Example payloads
• 🔒 Authentication details

🛠️ Development

Prerequisites

• Node.js >= 18
• npm >= 9

Setup

1. Clone the repository:

git clone git@github.com:hreid3/deep-ml-tasks.git
cd deep-ml-tasks

2. Install dependencies:

npm install

3. Create a .env.local file with required environment variables:

HUGGING_FACE_TOKEN=your_token_here

4. Run the development server:

npm run dev

Visit http://localhost:3000/api-doc to explore the API documentation.

🤝 Contributing

📝 License