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๋กœ๊ทธ์ธ
MemexNG-Semantic History Search ๋ฏธ๋ฆฌ๋ณด๊ธฐ

MemexNG-Semantic History Search ์ œ์ž‘์ž: Durga Gairhe

AI-powered semantic search for your browsing history โ€” 100% private, fully local. Find any page you've read by describing it naturally, without exact keywords.

์‹คํ—˜์ ์‹คํ—˜์ 
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Firefox๋ฅผ ๋‹ค์šด๋กœ๋“œํ•˜๊ณ  ํ™•์žฅ ๊ธฐ๋Šฅ์„ ๋ฐ›์œผ์„ธ์š”
ํŒŒ์ผ ๋‹ค์šด๋กœ๋“œ

ํ™•์žฅ ๋ฉ”ํƒ€ ๋ฐ์ดํ„ฐ

์Šคํฌ๋ฆฐ์ƒท
Search your source historyEnable RAG to get AI resultsView your private statsTweeks setting for better output
์ •๋ณด
MemexNG โ€” Semantic History Search

Find anything you've ever read. MemexNG brings AI-powered semantic search to your browsing history โ€” completely private and fully local. Instead of searching with exact keywords, simply describe what you remember.

๐Ÿ” Semantic Search

Find pages by meaning, not exact words:
- "that article about AI privacy risks"
- "React authentication tutorial"
- "video about local LLMs"
- "CSS animation performance guide"
Uses on-device AI embeddings to understand the meaning behind your searches.



๐Ÿง  Ask Questions About What You've Read

Use natural language to search and summarize information from your browsing history:
- Retrieve relevant pages
- Surface matching excerpts
- Provide cited answers with clickable source references
- Rediscover forgotten research
Every answer includes clickable source references.



โšก Fast & Lightweight
  • Instant popup search
  • Fast HNSW vector search
  • Optimized for large histories
  • Dark / light / system theme



๐Ÿ”’ 100% Private โ€” No Cloud
  • Data never leaves your device
  • No servers, no telemetry, no accounts
  • No tracking, no analytics
  • Works fully offline after model download



๐Ÿท๏ธ Features
  • Semantic history search
  • AI natural language queries
  • Local vector search index
  • Reading list & annotations
  • Omnibox search
  • Domain filtering & relevance controls
  • Indexed page statistics
  • Configurable privacy controls



๐Ÿ›ก Permissions
  • <all_urls> โ€” page content extraction for indexing
  • storage / unlimitedStorage โ€” stores your local search index
  • activeTab โ€” reads current page when indexing
  • history โ€” optional browsing history indexing
  • offscreen โ€” runs AI embedding generation efficiently
    All processing happens locally on your device.



๐Ÿงฉ Open Source

Built with Transformers.js, ONNX Runtime Web, Mozilla Readability, Voy vector search, React + TypeScript.
MemexNG โ€” Your History, Augmented.
๊ฐœ๋ฐœ์ž ์˜๊ฒฌ
Built with WXT v0.19 + Vite 6. Uses @huggingface/transformers (ONNX Runtime Web) for on-device text embeddings and voy-search (WebAssembly) for vector similarity search. All ML inference runs locally via WebAssembly โ€” no external APIs. The fixMv2Background Rollup plugin inlines all ES module imports into background.js for Firefox MV2 compatibility. Readability.js is used for article extraction.
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๋กœ๊ทธ์ธํ•˜์—ฌ ์ด ํ™•์žฅ ๊ธฐ๋Šฅ์˜ ํ‰์ ์„ ๋‚จ๊ฒจ์ฃผ์„ธ์š”
์•„์ง ํ‰์ ์ด ์—†์Šต๋‹ˆ๋‹ค

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