PinnedInArtificial Intelligence in Plain EnglishbyAli Elmalı·Jul 6Don’t Put Everything into RAG: Building a Safe Candidate Layer for Web SourcesInstead of feeding information found on the internet directly into RAG, first put it through the cache, review, and export stepsA response icon1A response icon1
PinnedAli Elmalı·Jan 13, 2024All articles at a glance — ( English)(17) English Episodes:A response icon10A response icon10
PinnedAli Elmalı·Jan 13, 2024All articles at a glance — (Turkish)(102) Turkish episodes:A response icon3A response icon3
InBecome BetterbyAli Elmalı·Jul 1Before Scaling RAG: Ensuring Technical Terms Are SafeTransitioning to a local glossary guard, regression tests, and an agentic web ingestion design to reduce local LLM predictionsA response icon1A response icon1
InBecome BetterbyAli Elmalı·Jun 20Setting Up the RAG System Wasn’t Enough: This Time, I Proved That the Source Was Actually ProcessedHow did I use Batch Guard to resolve issues with files having the same name, incorrectly processed records, and source ID problems across…A response icon2A response icon2
InBecome BetterbyAli Elmalı·Jun 17The Real Problem After RAG: Proving That AI Is Looking in the Right PlaceHow did I develop natural language navigation, Turkish search normalization, and command routing control in my Telegram-based local AI…A response icon1A response icon1
InBecome BetterbyAli Elmalı·Jun 16Creating a More Reliable AI Operating Environment: Addressing State Loss, Repeated Updates, and…What I learnt whilst making a Telegram-based information system more secure following the search process
InBecome BetterbyAli Elmalı·Jun 15Beyond Retrieval: Creating AI Navigation That Takes into Account Sections and Related Sub-sectionsNotes on Turning My Personal Information Bank into an Easily Navigable Library
InBecome BetterbyAli Elmalı·Jun 14Understanding Claude 101 Through My Own RAG System: Projects, Skills, MCP, Enterprise Search, and…What I realized after completing Anthropic’s Claude 101 trainingA response icon1A response icon1
InBecome BetterbyAli Elmalı·Jun 11Finding the Chapter Wasn’t Enough: Teaching Local AI to Navigate Through BooksThe Transition from a Chapter-Aware System to a Section-Aware SystemA response icon2A response icon2
