Recent development in AI lead to development of RAG. I wanted to implement a fully functional RAG that entirely running on Browser i.e No browser, no APIs no Database fully on Browser.
Tech-stack:
Web-LLM - LLM on browser
Transformer.js - NLP & Maths on Browsers
Jina-Embedings - Embeddings on browser using transformers
Orama-Search - In memory Vector-database running on JS.
Astro - Frontend framework combined with React & Tailwindcss.
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