The Feature & The Future

The Feature & The Future

#generative-ai

Articles tagged with #generative-ai

Breaking Down RAG: Why Chunking Can Make or Break Your LLM
TL;DR:Retrieval-Augmented Generation (RAG) helps large language models (LLMs) like GPT-5 and Claude 4.5 access private, real-time, or domain-specific data by retrieving relevant chunks before generating answers. This article breaks down what RAG is, ...
Nov 4, 20257 min read19
Building a Basic Product Inquiry Chatbot with an LLM — Part 3: Improving Context and Evaluating Performance
Adding more context and basic primer on evaluation
Oct 29, 20256 min read7
Building a Basic Product Inquiry Chatbot with an LLM — Part 2: Generating Responses and Building the Chat Interface
Make your chatbot respond naturally and create an interactive interface using Panel.
Oct 25, 20254 min read5
Building a Basic Product Inquiry Chatbot with an LLM — Part 1: Understanding User Intent
Learn how to build your first product inquiry chatbot using Python and a Large Language Model (LLM) — no advanced AI techniques required.
Oct 21, 20257 min read30
Running LLMs Locally: A Hands-On Guide with Ollama
For a long time, I've wanted to dive into the world of LLMs (large language models). While I've explored various GenAI tools like Claude and ChatGPT, as well as hobby-coding apps with tools such as Gemini CLI, Anything, and Replit, these are all clou...
Sep 17, 20253 min read12