ocel2

Generate realistic multi-agent workflow traces with LLM-enriched content, semantic validation, and PM4Py compatibility. pip install open-agent-traces

Stack't is a small MDS-in-a box, that specializes in providing interoperability for object-centric event logs by mapping to a flexible & robust data hub.

Deriva uses knowledge graphs, heuristics, and LLMs to automatically derive architecture models from existing software repositories, reducing the manual burden on digital architects.

Correctness-aware NL-to-SQL over object-centric event logs (OCEL 2.0): the model emits a typed IR, a verifier checks schema and relation paths, and only verified plans compile to SQL. Benchmarked against three prompting baselines.

This repository contains the code and data to reproduce the experiments from the paper "A Conversational Framework for Object-centric Event Logs Analysis".