This is a continuation to the previous article on generating MongoDB Queries using OpenAI Chat Completion API. In this article, we will look at how to construct MongoDB Queries using OpenAI Assistants API given an input and an expected output. In this article, we will cover the following: Please refer to the Code section at […]
Auto-generate MongoDB Queries with OpenAI Assistants API Read More »
I’m a big fan of mongoplayground.net as it is one of the most useful and widely used tools for swiftly testing various MongoDB queries while working on a problem. Although this tool is really handy and convenient to use, I have always wondered if there is a way to automatically generate the query for a
Mastering MongoDB Queries with OpenAI: A Guide to Generating Queries for Desired Outputs Read More »
It is always best practice to use virtual environments while working on Python projects. This article lists the steps to run Jupyter Notebook within a virtual environment. In a nutshell, these are the steps required to run Jupyter Notebook in a virtual environment. Let’s look at each of the above steps in detail. 1. Install
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In this blog post, we will look at how to configure OAuth authentication for a REST API using AWS Cognito user Pool. We will create a REST API using AWS Lambda and API Gateway, integrate it with Cognito User Pool and create custom OAuth scopes to authenticate and authorize the REST API endpoints. Overview At
How to use Cognito User Pool with custom OAuth scopes as authorizer for REST API Read More »
In this article, we will take a look at the steps required to package a python lambda function and deploy it using AWS CLI. Code the lambda function For this example, let’s create a new directory named “hello-world-lambda” and create a file named “lambda_function.py” inside it. Copy and paste the below code into the “lambda_function.py”
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In this article, we will dive in and see how to login using MFA with AWS CLI. Prerequisites GetSessionToken API The API we will use for using MFA with AWS CLI is GetSessionToken from AWS STS service. GetSessionToken API will accept the code from MFA device and return temporary credentials that could be used to
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In this article we will look at the steps involved in setting up Visual Studio Code for Python including creating and working with a virtual environment in Windows. Pre-Requisite Basic Setup There are a few ways to run the program, like below: Virtual Environment Setup To install and use python packages in a project, it
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This article is a continuation of the previous article on Semantic Image Segmentation in the browser using TensorFlow.js pre-trained DeepLab model. Here, we will use the DeepLab model’s output to manipulate specific parts of the image based on user selection. Essentially, we will allow the user to remove or restore a specific segment of an
In Computer Vision, one of the main challenges is to understand an image at a higher level like the way we humans do, i.e., to identify the objects, their location and their surroundings to make sense of the scene captured in the image. Semantic Image Segmentation is the process of identifying the objects present in
TensorFlow.js – Semantic Image Segmentation in browser using DeepLab model Read More »
This article is the continuation of the previous article on MediaPipe Face Mesh model in TensorFlow.js, where we looked at creating the triangle mesh of the face using the model’s output. Here, we will look at detecting and tracking iris within the eyes using the MediaPipe Iris model. 1. Iris Detection MediaPipe Iris model accurately
Face Landmarks Detection using MediaPipe Face Mesh in TensorFlow.js – Part 3 Read More »