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AI · December 26, 2024

Web RAG to generate perplexity like answers from your docs [in browser]

How It Works - Offline Indexing: Docs are processed and embedded using the GTE-small model at build time. Browser-Based Magic: - SQLite database (stored in the browser) for vector search. - Local embedding model for query processing. - Local LLaMA model for response generation using WebLLM. - Everything Happens Locally: No data leaves the user’s device. Key Benefits - No API Costs: Everything runs in the browser—zero backend expenses. - Unlimited Chats: No rate limits or usage restrictions. - Privacy-First: Your data stays on your device, always. You can find the code here:…

Web RAG to generate perplexity like answers from your docs [in browser] launched on December 26, 2024 with 5 votes and more than 50% of that year's launches. The site was still online in September 2026, 1 year on.

What it does

Next-gen documentation powered by AI

In the maker’s words, at launch

How It Works - Offline Indexing: Docs are processed and embedded using the GTE-small model at build time. Browser-Based Magic: - SQLite database (stored in the browser) for vector search. - Local embedding model for query processing. - Local LLaMA model for response generation using WebLLM. - Everything Happens…

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