Satyam Namdev

Credits: GeeksForGeeks Be a Good Engineer, not a copy-paste Dev. Always create a Virtual Environment at the start of a new project. This keeps your project’s dependencies separate from the global Python environment. ( Trust me, this will save you from a lot of debugging ) Use list comprehensions instead of for loops when possible. They are generally faster and more efficient. ( I found about this while Leetcoding ) Follow the SOLID principles to write clean and maintainable code ( Check out this amazing...

Free platforms: Koyeb, Render We’ll use Gunicorn to deploy Flask apps. We’ll also learn how to deploy apps that contain WebSockets with the help of Gevents. Gunicorn: Gunicorn is a widely-used Python WSGI HTTP server that is designed to be fast, lightweight, and highly configurable. It is often used to deploy Python web applications in production environments. Gunicorn can handle multiple worker processes and threads, which allows it to scale and handle high traffic loads. How to deploy? Build your Fla...

Have you ever wished you could have a chatbot that draws information directly from the content of your books or documents? With a Retrieval Augmented Generation (RAG) chatbot, you can do just that. I’ve implemented several RAG techniques and built chatbots using them. Also, I’ve implemented one in my Portfolio Website. Let’s walk through the process of building a RAG chatbot that can answer questions by extracting relevant information from a PDF document. Preparing the Data First, we’ll need to parse the...