A tool facilitating matching for any dataset discovery method. Also, an extensible experiment suite for state-of-the-art schema matching methods.

Entity linking, entity typing and relation extraction: Matching CSV to a Wikibase instance (e.g., Wikidata) via Meta-lookup

A python tool using XGboost and sentence-transformers to perform schema matching task on tables.

Match schema attributes of relational databases by value similarity. As a study assignment, this isn't well documented, but you can contact me for questions and I may even add docs, if I sense enough interest.

🌮 Table-based KB Completer

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

Valentine scalable deployment for VLDB demo

Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching

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.

Python client for the Serene Data Integration software

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

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

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

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.

Benchmark to evaluate schema matching approaches

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