Public Access SurrealDB Hybrid Engine

Knowledge Search

Hybrid keyword and semantic search across the entire Islamic knowledge graph, including Quranic Verses, Hadiths, and Classical Dictionaries.

Lexical Exactness

Matches exact Arabic terms and roots using native full-text normalization rules (Harakat stripped, word forms unified).

Vector Semantic Semantic

Translates query conceptual meanings using 1024-dimension vectors to find matching ideas and synonyms.

Reciprocal Fusion

Combines lexical and vector retrieval scores to return a perfectly balanced rank of primary sources.