Turbox implements an in-memory Vector Database API using Node.js and Express. It allows users to store, retrieve, manipulate, and search vectors through various HTTP endpoints.

It is built for blazing fast performance, Turbox provides efficient operations on vectors, ensuring rapid data access and manipulation.

• Click on server.exe to download the executable file.
• When downloaded, run the file. You will see a popup screen stating that the server is running on localhost:3000

• Once the server is running locally, open PowerShell to execute the endpoints

• Here are the list of endpoints you can run the VDB on.

This release includes the initial implementation of Turbox Vector Database.

Features:

• Implemented CRUD operations for vectors.
• Added sorting, addition, filtering, and advanced search functionalities with fast speed.

To install and run the Turbox Vector Database locally, follow these steps:

1. Clone the repository:

   git clone https://github.com/suhasasumukh/turbox.git
   cd turbox
   

2. Install dependencies:

   npm install

3. Start the server:

   npm start

The server will start running at https://localhost:3000.

$body = @{
    id = "vec1"
    vector = @(1, 2, 3)
} | ConvertTo-Json

Invoke-RestMethod -Method POST -Uri 'https://localhost:3000/vector' -Body $body -ContentType 'application/json'

Invoke-RestMethod -Method GET -Uri 'https://localhost:3000/vectors'

Invoke-RestMethod -Method GET -Uri 'https://localhost:3000/vector/vec1'

Invoke-RestMethod -Method DELETE -Uri 'https://localhost:3000/vector/vec1'

Invoke-RestMethod -Method GET -Uri 'https://localhost:3000/vectors/sort/id'

$body = @{
    vector1 = @(1, 2, 3)
    vector2 = @(4, 5, 6)
} | ConvertTo-Json

Invoke-RestMethod -Method POST -Uri 'https://localhost:3000/vector/addition' -Body $body -ContentType 'application/json'

$body = @{
    filterCriteria = @{
        maxLength = 5
    }
} | ConvertTo-Json

Invoke-RestMethod -Method POST -Uri 'https://localhost:3000/vectors/filter' -Body $body -ContentType 'application/json'

Invoke-RestMethod -Method GET -Uri 'https://localhost:3000/vectors/search?id=vec1&minValue=1&maxValue=5'

This project is licensed under the MIT License - see the LICENSE file for details.