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GPT-4 Function Calling: A Practical Developer Guide

GPT-4 Function Calling: A Practical Developer Guide

GPT-4 function calling is the cleanest interface between natural language and your code — but most developers underuse it. This guide covers schemas, parallel calls, structured extraction, robust error handling, and the production patterns that separate demos from real systems.

Oktay Ateş Oktay Ateş
· 6 min read min
Build a RAG System From Scratch: LangChain & OpenAI

Build a RAG System From Scratch: LangChain & OpenAI

Stop hand-waving through RAG architecture. This guide builds a complete retrieval-augmented generation system from scratch using LangChain and OpenAI — with real code, real chunk strategies, and the failure modes nobody warns you about.

Oktay Ateş Oktay Ateş
· 6 min read min