{"id":25810300,"url":"https://github.com/mohdzain98/surfmind","last_synced_at":"2026-05-06T13:04:07.250Z","repository":{"id":248109505,"uuid":"827814558","full_name":"mohdzain98/surfmind","owner":"mohdzain98","description":"SurfMind is a cutting-edge Chrome extension designed to enhance your browsing experience by intelligently tracking and managing the websites you visit","archived":false,"fork":false,"pushed_at":"2026-04-09T17:20:41.000Z","size":547,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-04-09T18:28:19.335Z","etag":null,"topics":["extention","fastapi","llm","rag","react"],"latest_commit_sha":null,"homepage":"https://chromewebstore.google.com/detail/surfmind/ladckalplikfcplbihpgfnlkonnpehkj","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mohdzain98.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2024-07-12T12:38:42.000Z","updated_at":"2026-04-09T17:20:49.000Z","dependencies_parsed_at":"2024-10-19T01:00:50.488Z","dependency_job_id":null,"html_url":"https://github.com/mohdzain98/surfmind","commit_stats":null,"previous_names":["mohdzain98/surfmind"],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/mohdzain98/surfmind","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mohdzain98%2Fsurfmind","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mohdzain98%2Fsurfmind/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mohdzain98%2Fsurfmind/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mohdzain98%2Fsurfmind/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mohdzain98","download_url":"https://codeload.github.com/mohdzain98/surfmind/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mohdzain98%2Fsurfmind/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32694980,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-06T08:33:17.875Z","status":"ssl_error","status_checked_at":"2026-05-06T08:33:17.221Z","response_time":117,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["extention","fastapi","llm","rag","react"],"created_at":"2025-02-27T23:38:02.622Z","updated_at":"2026-05-06T13:04:07.245Z","avatar_url":"https://github.com/mohdzain98.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1 align=\"center\"\u003eSurfMind - Smarter Browsing\u003c/h1\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://github.com/mohdzain98/surfmind/releases\"\u003e\n    \u003cimg src=\"https://img.shields.io/github/v/release/mohdzain98/surfmind?color=blue\" alt=\"version\"/\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://github.com/mohdzain98/surfmind/blob/main/LICENSE\"\u003e\n    \u003cimg src=\"https://img.shields.io/badge/license-MIT-red.svg\" alt=\"license\"/\u003e\n  \u003c/a\u003e\n  \u003cimg src=\"https://img.shields.io/badge/chrome-extension-brightgreen\" alt=\"chrome extension\"/\u003e\n\u003c/p\u003e\n\n### Overview\nSurfMind is a Chrome extension designed to enhance your browsing experience by intelligently tracking and managing the websites you visit. Leveraging advanced AI technologies like Vector Embeddings and FAISS, SurfMind provides a seamless and efficient way to keep a detailed log of your web activity. \u003cbr\u003e\n\n### Key Features\n- \u003cstrong\u003eAutomatic Website Tracking\u003c/strong\u003e : Effortlessly logs every website you visit, along with key content, ensuring you never lose track of important information.\n- \u003cstrong\u003eAI-Powered Search\u003c/strong\u003e : Utilize powerful AI models to search your browsing history by topic. Simply ask SurfMind about the websites you've visited related to specific topics, and it will quickly retrieve relevant results\n- \u003cstrong\u003eStreaming Progress\u003c/strong\u003e : See retrieval, LLM response, and validation steps in real time while your answer is generated\n- \u003cstrong\u003eLocal Data Storage\u003c/strong\u003e : Keeps your data securely stored locally on user's device, ensuring privacy and security. Data is only sent to the server when user initiate a search, reducing server load and enhancing performance\n- \u003cstrong\u003eEfficient Data Management\u003c/strong\u003e : Automatically manages and maintains your browsing history, keeping only the most recent and relevant data to avoid unnecessary storage buildup.\n- \u003cstrong\u003eUser-Friendly Interface\u003c/strong\u003e : Features an intuitive and responsive interface built with React and Bootstrap, making it easy to view and search your browsing history\n\n### How It Works\n- \u003cstrong\u003eTracking and Storage\u003c/strong\u003e: As you browse, SurfMind tracks the websites you visit and stores the data locally in your browser's storage.\n- \u003cstrong\u003eData Ingestion\u003c/strong\u003e : When you perform a search, SurfMind ingests the locally stored data, the ingested data is converted into vector embeddings and sends it to the server for processing.\n- \u003cstrong\u003eAI-Driven Search\u003c/strong\u003e : The server utilizes advanced AI models to analyze and retrieve the most relevant websites based on your search query.\n- \u003cstrong\u003eEfficient Retrieval\u003c/strong\u003e : Results are promptly returned to you, providing a comprehensive overview of your browsing history related to your query.\n\n### Benefits\n- \u003cstrong\u003eEnhanced Productivity\u003c/strong\u003e : Quickly find websites you've previously visited without having to remember specific URLs or manually search through your history.\n- \u003cstrong\u003ePrivacy-Focused\u003c/strong\u003e : Your data remains private and secure, stored locally, and only shared when necessary for search operations.\n- \u003cstrong\u003eAI Integration\u003c/strong\u003e : Leverage state-of-the-art AI technologies to make your browsing history more accessible and useful.\n\n### Tech Stack\n- \u003cstrong\u003eExtension UI\u003c/strong\u003e : React + Bootstrap (MV3 popup)\n- \u003cstrong\u003eBackend\u003c/strong\u003e : FastAPI + Redis\n- \u003cstrong\u003eRAG\u003c/strong\u003e : LangChain, BM25 + FAISS, Gemini/OpenAI models\n\n### Architecture\n- \u003cstrong\u003eExtension\u003c/strong\u003e : Tracks navigation and bookmarks, stores locally, and triggers search from the popup UI\n- \u003cstrong\u003eBackend API\u003c/strong\u003e : Receives saved data and streams step-by-step search progress (`/api/search/stream`)\n- \u003cstrong\u003eRetrieval Pipeline\u003c/strong\u003e : Hybrid retrieval (BM25 + FAISS), LLM response, structured parsing, and post-processing\n\n## Onboarding\nThis repository includes an **auto-generated onboarding guide**\n\n[![Onboarding](https://img.shields.io/badge/onboarding-ONBOARD.md-cyan)](./ONBOARD.md)\n\nGenerated by \u003ca href=\"https://gnost.readthedocs.io\"\u003eGNOST\u003c/a\u003e to help understand the codebase.\n\n## Changelog\n[![Changelog](https://img.shields.io/badge/changelog-CHANGELOG.md-blue)](./CHANGELOG.md)\n\n## Privacy Policy\n\u003ca href=\"https://docschat.in/product/surfmind\" target=\"_blank\" rel=\"noreferrer\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Privacy%20Policy-View-blue\" alt=\"Privacy Policy\"/\u003e\n\u003c/a\u003e\n\n## License\nMIT License.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmohdzain98%2Fsurfmind","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmohdzain98%2Fsurfmind","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmohdzain98%2Fsurfmind/lists"}