Why SmrutiCortex?
Lightning Fast
Results appear as you type in <50ms. Instant search, zero lag.
Ctrl+Shift+SSmart Ranking
9-scorer Vivek Search algorithm: recency, frequency, exact match, prefix, substring, and more. Fully configurable.
Keyboard First
Search on any webpage via the inline overlay. Full arrow key navigation, zero mouse needed.
AI Search — Dual-Phase
Keyword results appear instantly. Local AI (Ollama) expands your query with synonyms in parallel — you never wait. AI keywords highlighted in green. Live badges show how every result was found: Keyword Match [LEXICAL], AI Recalled [ENGRAM], or AI Expanded [NEURAL]. 100% private, zero cloud.
Semantic Search
Find pages by meaning, not just keywords. Local embeddings via Ollama — no cloud, no telemetry. Search "ML tutorials" and find "neural network courses".
Two AI Modes, One Toggle Each
AI Keyword Expansion asks a local LLM for synonyms, then keyword-matches the full expanded set. Broad recall, still word-based — great for abbreviations and related terms.
Semantic Search converts pages and queries into embedding vectors and ranks by meaning. Finds pages even when no single word matches.
Both run locally via Ollama, each with its own model. Both can be toggled from the toolbar chip bar — independently of each other.
Bookmark Search
Search bookmarks alongside history with ★ indicator and 📁 folder paths. One search to rule them all.
Full Control
35+ settings across 6 tabs: General, Search, AI, Privacy, Data, Advanced. One-click data clear, manual indexing, sensitive-site blacklist, factory reset.
Performance Monitor
Real-time metrics: search timing, cache stats, memory usage, index health. Export diagnostics for bug reports.
Production-Grade AI Safety
Circuit breaker, memory guards, concurrent request limiting, embedding caps, and graceful degradation. Every AI feature falls back safely to keyword search.
Self-Healing Architecture
Periodic health checks, automatic index rebuild, corruption recovery, exponential backoff retries. The extension repairs itself.
