Posted inAI
Mastering Phidata: Building AI Assistants with ‘Memory’ and Task Execution Capabilities
Learn how to build AI Assistants with memory and automated task execution using Phidata. A lightweight alternative to LangChain.
Posted inPython
Optimizing Python RAM with __slots__: Secrets to Handling Millions of Objects Without Memory Overflow
Struggling with Python's high RAM usage? Discover how to use __slots__ to save up to 70% memory when handling large datasets. Practical techniques to keep your application running smoothly with millions of objects.
Posted inAI
GPTCache: The Secret to Reducing OpenAI Bills by 80% and Speeding Up AI App Responses
Are your OpenAI API bills too high? Learn how to configure GPTCache to reduce costs by 80% and slash AI response times to milliseconds using Semantic Caching.
Posted inPython
aiohttp: The Secret to 10x Faster Data Crawling and API Calls with Python
Significantly boost your Python performance by switching from requests to aiohttp. A detailed guide on making thousands of concurrent requests and rate-limiting techniques to avoid IP bans.
Posted inPython
Mastering contextlib: Secrets to Resource Management in Python Without Memory Leaks
Manage Python resources professionally with contextlib. Learn to use @contextmanager, ExitStack, and suppress to write clean code and avoid memory leaks.
Posted inPython
Mastering Subprocess in Python: Don’t Let Your Scripts Crash Due to os.system
Learn how to use subprocess instead of os.system to run system commands safely, handle output intelligently, and avoid shell injection security risks.
Posted inPython
Automating AWS S3 with Boto3: Don’t Let File Management Become a Nightmare
Managing millions of files on AWS S3 no longer has to be a nightmare. Discover how to use Boto3 Python to automate uploads, downloads, and optimize performance with Multipart Upload.
Posted inAI
Streamlining AI Agents with Smolagents: A Lightweight Automation ‘Weapon’ for DevOps
Don't let heavy AI frameworks slow down your workflow. Smolagents helps you build lightweight AI agents that execute Python code directly to handle real-world tasks with just a few lines of code.
Posted inPython
match-case in Python 3.10: Replacing Nested if-else with Structural Pattern Matching
After 6 months of using Python match-case in production, I've found that Structural Pattern Matching shines brightest when processing dicts, dataclasses, and responses with multiple structural variants. This post compares if-else and match-case with real-world examples, analyzes when to use each, and covers the most common patterns.
Posted inPython
Why I Ditched Requests for Httpx: A Guide to Async HTTP Client and HTTP/2 for Python
Don't let 'requests' slow down your Python apps. Discover how httpx speeds up systems with Async, HTTP/2, and Connection Pooling through practical examples.