NOT IN CORPUS — teaching a local model to abstain instead of hallucinate
I asked my local RAG stack about my own files and it hallucinated. Confidently. The corpus was mine, the retrieval was correct, the small model just…
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ChromaDB Manager [macos] — графический интерфейс для построения локальных RAG
Всем привет! Для меня электричество — это магия, и ИИ — тоже. После того, как я приделал к стене водостойкую розетку, решил…
No More Hallucinated Citations: A Domain-Specific RAG System with Ollama, ChromaDB and AI Agents
TL;DR: I built a full-stack knowledge pipeline around a corpus of 2,514 academic PDFs focused on urban art. The system combines ChromaDB vector sear…