Tutorials
Developing Smart Applications with AI Function Calling: A 3-Step Guide
Learn how LLMs interact with external tools. A step-by-step guide to developing smart applications with AI Function Calling.
#llm
11 posts found.
Tutorials
Does Investing in Custom LLM Fine-Tuning Always Pay Off?
I examine the cost-benefit balance of fine-tuning LLMs in enterprise applications, explaining when it makes sense based on my practical experience.
Technology
GPT-5.5, Claude, Gemini, or DeepSeek? LLMs Based on Workload
I analyze the performance of different LLM models based on their workloads. Comparing GPT-5.5, Claude, Gemini, and DeepSeek to help you choose the right.
Tutorials
Build Your Own AI Automation with n8n: Self-Hosted, No-Code Agent
Sharing my experience building self-hosted AI automations using n8n. Creating no-code agent flows, RAG, and multi-LLM integration steps.
Technology
GitHub Copilot Now Charges Per Token: The Bill Shock
I examine the cost increases brought by GitHub Copilot's new token-based pricing model and the strategies I've developed to counter it.
Tutorials
8GB to 70B: A Real Hardware Guide for Local LLMs
A real-world hardware guide for running local LLMs. I explain the effects of VRAM, quantization, CPU, and disk speed based on my own experiences. Budget and…
Tutorials
Run Your Own LLM with Ollama: Local AI Setup in 5 Steps
In this guide, I'll walk you through setting up and running your own Large Language Model (LLM) on your local machine using Ollama. We'll do it in 5 simple.
Tutorials
Set Up Your Own ChatGPT: Ollama + Open WebUI for Data That Never
Ensure your data privacy by setting up your own local LLM with Ollama and Open WebUI. A comprehensive guide.
Technology
Vector Databases in AI Projects: Are They Really Necessary?
Mustafa Erbay's pragmatic take on whether using a vector database is truly necessary for your AI projects, exploring trade-offs and alternative approaches.
Tutorials
RAG Retrieval Quality: Are Large Models Really Necessary?
I examined the impact of large language models (LLMs) on retrieval quality in Retrieval-Augmented Generation (RAG) systems. Real-world scenarios and concrete.
Tutorials
AI Agent Tool-Use Limits: When and Why to Stretch Them?
We explore when and why to stretch the tool usage limits of AI agents, with practical examples and technical analyses. We'll delve into trade-offs and...