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".
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.
