Streamlining LLM Integration with LiteLLM
In the rapidly evolving landscape of Large Language Model (LLM) applications, developers often face significant challenges when integrating multiple LLM providers. Each provider—whether OpenAI,…
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Enhancing Python Code Quality with Ruff, Black, and Mypy
Introduction In the ever-evolving landscape of Python development, maintaining code quality is paramount. This guide focuses on three powerful tools that have become essential…
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Building a MCP Server So LLMs Can Count Letters
Large Language Models (LLMs) sometimes struggle with simple counting tasks like determining the number of ‘r’s in words like “strawberry” or “raspberry”. While this…
Read MoreAsynchronous Python: A Guide to Best Practices and Implementation
Introduction Asynchronous programming in Python has revolutionized how we handle concurrent operations, particularly for I/O-bound tasks. This guide explores the best practices and implementation…
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Categories Python
Quick Start to Creating APIs in Python with FastAPI
FastAPI has revolutionized the way developers build APIs in Python. As a modern, high-performance web framework, FastAPI combines the best of Python 3.6+ features…
Read MoreCreating a REST API using Python and Flask
Introduction to Flask and REST APIs Flask is a lightweight and versatile web framework for Python that allows developers to easily build web applications,…
Read MoreLangGraph Basics: Building Advanced AI Agents with Graph Architecture
Why LangGraph? Before diving into installation, let’s understand why LangGraph is a powerful tool for building AI agents: Installation and Setup with uv Please…
Read MorePython Data Validation with Pydantic
Installing and Setting Up Pydantic Pydantic has become one of the most popular data validation libraries in the Python ecosystem. Before we dive into…
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Integrating SQLAlchemy with Flask: Building a Complete REST API with CRUD Operations
Flask and SQLAlchemy form a powerful combination for building robust REST APIs in Python. Flask provides a lightweight and flexible web framework, while SQLAlchemy…
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Using Flask with Marshmallow: Building a Blog API
Flask-Marshmallow is a powerful extension that brings together Flask, a popular Python web framework, and Marshmallow, a sophisticated object serialization/deserialization library. Instead of just…
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