Localforge.org's Bookmarks Extension

Semantic search for saved web pages

> Search by meaning.

> 100% local storage.

> Works with any OpenAI-compatible API, including local LLMs.

Download for Firefox Download for Chrome

Features

Content Extraction
Converts HTML to clean Markdown using Mozilla's Readability engine
AI-Generated Q&A Pairs
LLM generates 5-10 smart question-answer pairs about each bookmark for RAG search
Bulk Import
Import multiple URLs at once.
Export & Backup
Export the full collection or individual entries.

How It Works

1. Capture — Click the extension or press the shortcut. Full page HTML is saved locally.
2. Extract — Main content is extracted and converted to clean, readable Markdown.
3. Generate — The configured LLM creates Q&A pairs about the content.
4. Embed — Each Q&A pair is converted to vector embeddings for semantic search.
5. Search — Query with natural language. Results ranked by semantic similarity.

Privacy First

> All bookmarks stored in your browser's IndexedDB — never uploaded to any server.

> Only extracted Markdown is sent to your configured API for processing.

> You control the API endpoint — we recommend using local models with vLLM or llama.cpp

> No default queries to any server, and no telemetry.