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Fresh Off The Boat

Enhancing GraphQL with Roles and Permissions

May 27, 2024

Web Development

Enhancing GraphQL with Roles and Permissions

GraphQL has gained popularity due to its flexibility and efficiency in fetching data from the server. However, with great power comes great responsibility, especially when it comes to managing access to sensitive data. In this article, we'll explore how to implement roles and permissions in GraphQL APIs to ensure that

Exploring GraphQL with FastAPI A Practical Guide to begin with

May 27, 2024

Web Development

Exploring GraphQL with FastAPI: A Practical Guide to begin with

GraphQL serves as a language for asking questions to APIs and as a tool for getting answers from existing data. It's like a translator that helps your application talk to databases and other systems. When you use GraphQL, you're like a detective asking for specific clues – you only get

Train tensorflow object detection model with custom data

May 23, 2024

Web Development

Train Tensorflow Object Detection Model With Custom Data

In this article, we'll show you how to make your own tool that can recognize things in pictures. It's called an object detection model, and we'll use TensorFlow to teach it. We'll explain each step clearly, from gathering pictures, preparing data to telling the model what to look for in

April 23, 2024

Machine Learning

How to deploy chat completion model over EC2?

The Chat Completion model revolutionizes conversational experiences by proficiently generating responses derived from given contexts and inquiries. This innovative system harnesses the power of the Mistral-7B-Instruct-v0.2 model, renowned for its sophisticated natural language processing capabilities. The model can be accessed via Hugging Face at – https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2.Operating on a dedicated GPU server g4dn.2xlarge,

How to deploy multilingual embedding model over EC2

April 23, 2024

Machine Learning

How to deploy multilingual embedding model over EC2?

The multilingual embedding model represents a state-of-the-art solution designed to produce embeddings tailored explicitly for chat responses. By aligning paragraph embeddings, it ensures that the resulting replies are not only contextually relevant but also coherent. This is achieved through leveraging the advanced capabilities of the BAAI/bge-m3 model, widely recognized for

February 17, 2024

Odoo

Tracking and Analyzing E-commerce Performance with Odoo Analytics

Odoo is famous for its customizable nature. Businesses from around the world choose Odoo because of its scalability and modality. Regardless of the business size, Odoo can cater to the unique and diverse needs of any company. Odoo has proven its capacity and robust quality in terms of helping businesses