Selenium Simplified: Exploring the Benefits of Robot Framework for Automation
PragnaKalp Blog
by Pragnakalp Techlabs
1M ago
Introduction Data scraping with Selenium in Robot Framework lets you automate web scraping jobs using Selenium, a tool for web automation. It helps you navigate websites, interact with elements, and gather data. Here’s a simple guide to start with data scraping using Selenium in Robot Framework. Robot Framework’s keyword-driven approach simplifies test creation and maintenance, while Selenium provides the capability to interact with web elements and perform actions such as clicking buttons, filling forms, and validating text. If you’re new to Robot Framework or would like to explore its basics ..read more
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Robot Framework Basics: Step-by-Step Test Tutorial for Beginners
PragnaKalp Blog
by Pragnakalp Techlabs
1M ago
Introduction Robot Framework is an open-source test automation framework, widely used for acceptance testing and robotic process automation (RPA). It provides a simple, easy-to-use syntax that allows both technical and non-technical users to create test cases and automation scripts. The framework is written in Python but is designed to be language-agnostic, allowing users to implement test cases and keywords in various programming languages. Its capabilities can be extended by libraries implemented with Python, Java, or many other programming languages. Installing Robot Framework First, let’s ..read more
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Apache Airflow Essentials: A Comprehensive Guide to Create Airflow Workflows for Beginners
PragnaKalp Blog
by Pragnakalp Techlabs
1M ago
Introduction Welcome to our comprehensive guide on Apache Airflow essentials! In this blog, we’ll delve into the core concepts and practical steps to create effective workflows using Apache Airflow, an open-source framework renowned for its versatility and scalability. Whether you’re a beginner venturing into workflow management or an experienced user seeking to enhance your skills, this guide is tailored to provide you with a solid understanding of Apache Airflow and its key components. So, let’s embark on this journey into the realm of Apache Airflow and unlock the power of seamless workflow ..read more
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OpenAI GPTs – Unleashing AI’s Potential with custom GPTs
PragnaKalp Blog
by Pragnakalp Techlabs
1M ago
What are Custom GPTs? Imagine ChatGPT, your favorite AI language model, getting a superpower upgrade. That’s what Custom GPTs are! They’re not just another AI assistant; they’re tailored versions of ChatGPT, specifically designed to fit your needs and interests. Think of them as your own personalized AI sidekicks, ready to tackle anything you throw their way. Anyone can easily build their own GPT—no coding is required. You can make them for yourself, just for your company’s internal use, or for everyone. Creating one is as easy as starting a conversation, giving it instructions and extra knowl ..read more
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Retrieval Augmented Generation (RAG) Using Azure And Langchain Tutorial
PragnaKalp Blog
by Pragnakalp Techlabs
1M ago
In the world of AI, large language models have changed the way computers understand human language. Their potential for business solutions relies on strong information retrieval. Retrieval Augmented Generation enhances large language models by incorporating real-time information from external knowledge bases, ensuring more accurate and up-to-date responses. This AI framework optimizes generative processes, providing users with insights into valuable sources beyond the model’s training data. The choice of this system is crucial, as it shapes inputs to the language model and determines the quali ..read more
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Build an AI Chatbot using a Generative AI Model with Dialogflow Knowledge Base.
PragnaKalp Blog
by Pragnakalp Techlabs
2M ago
Introduction The exploration focuses on examining the workings of Dialogflow CX, a tool that assists in human-like conversations, and the advanced Gemini Pro model, a highly intelligent AI. It focuses on demonstrating their combined impact in revolutionizing the development of conversational agents. It’s all about how these two join forces to transform how we create these interactive virtual assistants. The weblog will underscore the pivotal role of agent generation in transforming user experiences and optimizing interactions. It will elucidate how the fusion of Dialogflow CX and the Gemini Pr ..read more
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Dockerized Selenium: Integrating Docker for Python Selenium Scripts.
PragnaKalp Blog
by Pragnakalp Techlabs
2M ago
Introduction In this blog, get ready for an exciting exploration into the dynamic intersection of selenium and docker, an innovative fusion. Running Selenium tests using Docker has become a popular choice among developers for its simplicity and consistency. Docker allows you to bundle your Python Selenium scripts and all their necessary parts into a single container. This makes it easy to run your tests smoothly across different setups. Let’s briefly dive into the basics of using Docker to run your Selenium tests, showcasing how this approach can make your testing process more straightforward ..read more
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Django Tutorial: A Comprehensive Guide to use Django’s Authentication System
PragnaKalp Blog
by Pragnakalp Techlabs
2M ago
In this blog article, we will take an overview of Django’s authentication system, and how we can use that for user registration and login. Django provides a robust authentication system for easy user management. And we can also customize it as per our requirements. Django provides a customizable user authentication system out of the box. We can directly use it for user management along with Django’s default forms and routes. Django also provides routes and forms, so we can easily take full advantage of it without any customization. For this tutorial, we are using the latest version of Django ..read more
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Retrieval Augmented Generation (RAG) Tutorial Using Mistral AI And Langchain
PragnaKalp Blog
by Pragnakalp Techlabs
3M ago
This blog dives deep into the world of Retrieval Augmented Generation (RAG) and equips you with the tools and knowledge to build your own RAG app using Mistral AI and Langchain. Imagine needing an assistant capable of answering questions about specific events or any other specific topic. To achieve this, language models need to acquire more information to provide better answers. This is precisely what we’re delving into here—improving our assistants’ understanding of contextual limitations to enhance the accuracy of their responses. We can accomplish or achieve this goal using the RAG concept ..read more
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Exploring the Potential of Mistral 7B with Comparison to LLaMa 2
PragnaKalp Blog
by Pragnakalp Techlabs
3M ago
In our previous blog Introduction to Mistral 7B, we explored the revolutionary advancements of Mistral AI, showcasing its innovation ability. You can refer to our blog Introduction to Mistral 7B. Building upon that knowledge, join us on a journey into Mistral 7B’s advanced abilities and smart methods. We’ll compare it to the demanding LLaMA 2 model, uncovering what sets Mistral AI apart. Comparison with LLaMA 2 Mistral AI team stated that Mistral AI 7b beats LLaMA 2 13B on all benchmarks. Despite its smaller parameter count, Mistral 7B showcases superior performance when compared to LLaMA 2 13 ..read more
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