Al-Maktabah Al-Shamilah RAG System
AI/ML Engineer2025
Arabic-first RAG · 210k+ Documents · Semantic Search · gpt-oss:120B
View Gallery
Gallery
Semantic Search & AI Chat Interface
Semantic Search & AI Chat Interface
Hadith Retrieval using Semantic Search
Hadith Retrieval using Semantic Search
AI-Powered Contextual Response Generation
AI-Powered Contextual Response Generation
Semantic Search Results with High Relevance
Semantic Search Results with High Relevance
Bilingual UI with Full Arabic Language Support
Bilingual UI with Full Arabic Language Support
Comprehensive Document Database Overview
Comprehensive Document Database Overview
A professional Arabic-first search system combining ChromaDB (178k documents) and Hadith_db (34k hadiths) with semantic embeddings (multilingual-e5-small) and AI-powered responses (gpt-oss:120B).
Key Achievements
- Combined ChromaDB (178k documents) and Hadith_db (34k hadiths) for hybrid search capabilities.
- Implemented semantic embeddings using multilingual-e5-small for highly accurate Arabic retrieval.
- Integrated gpt-oss:120B for generating intelligent, context-aware AI responses.
- Built with React and FastAPI to ensure a robust, scalable backend and frontend with full Arabic support.
Tech Stack
ReactFastAPIChromaDBHadith_dbNLPRAGSemantic SearchArabic AI