News

Google Gemini File Search - The End of Homebrew RAG?

Will Google's Gemini File Search kill homebrew RAG solutions? We test drive to compare function, performance and costs. Plus sampl...

How RAG Improves Database Management

RAG transforms database management by combining intelligent retrieval with LLMs to deliver accurate, real-time, natural-language i...

How to Add Real-Time Web Search to Your LLM

Web search can give your LLM access to current, factual information from the internet. This makes your AI assistant, chatbot, or R...

The HackerNoon Newsletter: Building a RAG System That Runs Completely Offline (1...

Building a RAG System That Runs Completely Offline

This guide shows how to build a fully offline Retrieval-Augmented Generation system that keeps sensitive documents on your machine...

How to Scale LLM Apps Without Exploding Your Cloud Bill

Why This Matters: Generative AI has sparked a wave of innovation, but the industry is now facing a critical inflection point. Star...

I Reverse-engineered How 23 'AI-first' Companies Actually Build Their Products

So I spend way too much time looking at how companies claiming to be "AI-powered" or "built with AI" actually implement their tech...

The Hidden Flaw in Automated Content Generation

LLM-powered automated newsletters often generate repetitive content because Retrieval-Augmented Generation (RAG) systems stop sear...

Ask Your Logs Anything: Building a Conversational Interface with AWS Lambda and...

During a production incident, the last thing your team wants is to write complex queries to find the needle in the haystack. What...

Stop Hallucinations at the Source: Hybrid RAG That Checks Itself

Stop hallucinations. Validate every answer. Combine vector and graph search. We built DocuChat to solve real RAG problems in produ...

Speedrun Your RAG: Build an AI Recommender for your Steam Library

Custom retrievers give you control over domain context, metadata, and ranking logic. They outperform generic similarity search whe...

How to Run a RAG Powered Language Model on Android With the Help of MediaPipe

Learn how to implement and fine tune a RAG powered AI model in your Android Apps!