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Optical Character Recognition (OCR) is a powerful AI/ML technology that recognizes and extracts text from images and scanned documents. Creating a scalable, event-driven web OCR service comes with challenges. This write-up details the problems, less...
Hello folks! So you've got your CI/CD pipeline running smoothly, but now you're missing some security scanning to your codebase. I recently took a basic security workflow and enhanced it, this is my journey building an enterprise-style pipeline inclu...
Building a Private AI Document Pipeline with Paperless, PaddleOCR, and LLMs So this past week I hacked together a little side project to smarten up my Paperless-ngx setup — you know, that self-hosted document management system that eats PDFs and make...
FastAPI vs Django: Key Differences FastAPI and Django are both powerful web frameworks in Python, but they are designed for different use cases. FastAPI is a sleek, high-performance framework for building APIs with Python. It is considered ideal for ...
This write up deals with exploring the object creation aspect in Python. Specifically, it attempts to answer following queries: How are Python objects created? How can we change that for special use cases? What magic takes place in this process? W...
Containerization is intriguing as it makes it so simple to run anything in a controlled and isolated environment without using a virtual machine. There is a lot of magic that goes behind in “containing” the containers to use limited resources. Here w...
Why do we even need metaclasses? Specially when we have class inheritance and multiple inheritance and constructors to granularly define what we need? Answer is yes! We need metaclass when we need to influence how a class is defined. In other words -...
KodeKloud offers pretty good training platform for DevOps and Kubernetes. This blog is a series of solutions to their Kubernetes lab challenges of various complexities. We are going to play with Kubernetes using minikube right on any local PC, no nee...
This is part five of a series of lab tasks from KodeKloud for Kubernetes level 4. Master blog listing all parts can be seen here. Make sure to follow setup instructions for minikube on your PC. Problem with Inline Solutions The Nautilus Application d...