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.

Collaborative Scoping in Action

CLI tool for inserting SELECT query results into ClickHouse with automatic schema matching and type-safe casting. Ideal for ETL pipelines and SQL-driven data flows.

The Master Project of Aldi Doanta Kurnia - Master Computer Science student at the University of Twente.

An integrated research and patent information system.

Repository contenete gli Homework per il corso di Ingegneria dei Dati 2022/2023.

An interactive web application for teaching the concepts of schema matching.

Master thesis: Holistic Schema Matching at Scale ⚠️ Development for this project has been moved to https://github.com/delftdata/valentine-system

Schema Alignment using COMA 3.0 Algorithm.

🌮 Table-based KB Completer

Reproduction experiment : gumm-project

SchemaLab is a web-based learning platform for schema matching and schema versioning. Semester project in the course DAT355 at the Western Norway University of Applied Sciences

Deterministic key and join discovery for structured datasets

The PyDI framework provides methods for end-to-end data integration. The framework covers all steps of the integration process, including schema matching, data translation, entity matching, and data fusion. The framework offers traditional string-based methods as well as modern LLM- and embedding-based techniques for these tasks.

Master thesis - reproducing state-of-the-art schema matching algorithms

Projects for the course Data Engineering held by professor Paolo Merialdo at Roma Tre University.

[Information System] SMUTF: Schema Matching Using Generative Tags and Hybrid Features

Valentine scalable deployment for VLDB demo