Production-ready RAG financial system with query classification, A/B testing, Streamlit dashboard, and comprehensive evaluation framework.

Advanced RAG with hybrid search, query classification, answer fusion, and self-correction

공정거래 공개 의결서 질의에 대해 BM25/Dense Retrieval, section boost, 중복 없는 Top-5 chunk_id 반환을 수행하는 로컬 RAG 검색 모듈

Query classification (complexity, keywords, SQL type) + schema ranking for RAG systems. Uses DistilBERT for query analysis and Sentence-BERT for table/column relevance. Filters 500 tables in 7ms.

A framework for assessing customer support query complexity before model evaluation

Hybrid recommendation and query classification pipeline for video content using ML and rule-based post-processing.