Anticloud/camus-15-privacy-preserving-search

We integrate DuckDuckGo search into a local LLM — measured 1.3s query latency, 89% factual accuracy. Privacy-Preserving Web Search Integration for Local LLMs The Problem RAG systems require either paid search APIs or self-hosted indexing. DuckDuckGo provides a free, privacy-respecting alternative with no API key. What We Built Integration via the ddgs library. Search results are fetched, formatted as context blocks with [N] citations, and appended… See the full description on the dataset page: https://huggingface.co/datasets/Anticloud/camus-15-privacy-preserving-search.