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

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

Web RAG to generate perplexity like answers from your docs [in browser] is active in the show hn launch space.

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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: https://github.com/Cloud-Code-AI/AkiraDocs

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Website: docs.akiradocs.ai/aiSearch