#python Development Tutorials & Tips | Roast Dev

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AugMix in PyTorch (4)

Buy Me a Coffee☕*Memos: My post explains AugMix() about no arguments and full argument. My post explains AugMix() about severity argument (1). My post explains AugMix() about severity argument (2...

15.04.2025 0 Read More

PYTHON:The Multiverse Of Computing

Python isn’t just a programming language—it’s a multiverse of endless possibilities. Whether you're building full-stack web applications, exploring deep learning, or even coding for quantum mach...

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Hey fellow Python devs! I'm building a RESTful API and I'm wondering what are some best practices for handling errors and exceptions. What are some common pitfalls to avoid? Any advice or recommendati...

15.04.2025 0 Read More

🚀 Building Fast, Scalable, and Robust CRUD APIs with FastAPI & PostgreSQL

FastAPI has quickly become one of the most loved web frameworks in the Python ecosystem—and for good reason. Combine it with PostgreSQL and SQLAlchemy, and you’ve got a backend stack that’s fast...

15.04.2025 0 Read More

How I Built a Prompt Compressor That Reduces LLM Token Costs Without Losing Meaning

Tools like LLMLingua (by Microsoft) use language models to compress prompts by learning which parts can be dropped while preserving meaning. It’s powerful — but also relies on another LLM to optim...

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Debugging in Python: Turning Errors into Opportunities 🚫➡️✅

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Export AWS DynamoDB table values to S3 bucket using Python Boto 3

Use Case : How to download DynamoDB table values to S3 bucket to import in other DynamoDB table in a different account.Approach : Creating a AWS Lambda in source account where the AWS DynamoDB table i...

15.04.2025 0 Read More

🚀 Exploring Python Libraries: A Guide with Installation Commands

Python libraries are essential tools that provide pre-written code to simplify complex tasks. They are widely used across domains like data science, machine learning, web development, and more. This a...

15.04.2025 0 Read More

Creating Your First API Endpoint with FastAPI

In this part of our FastAPI series, we’ll dive into building API endpoints, which is the core functionality of any API framework. We’ll explore how FastAPI makes it easy to define routes, handle d...

15.04.2025 0 Read More

AugMix in PyTorch (4)

AugMix in PyTorch (5)

PYTHON:The Multiverse Of Computing

Hello From Newbies!

🚀 Building Fast, Scalable, and Robust CRUD APIs with FastAPI & PostgreSQL

How I Built a Prompt Compressor That Reduces LLM Token Costs Without Losing Meaning

Debugging in Python: Turning Errors into Opportunities 🚫➡️✅

Export AWS DynamoDB table values to S3 bucket using Python Boto 3

🚀 Exploring Python Libraries: A Guide with Installation Commands

Creating Your First API Endpoint with FastAPI

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