Describe the bug
Surprisingly, the data extraction is being stopped after ~100-150 papers without giving any error [see screenshot]. The issue is only happening for the extract_composition_property_data function is called for multiple papers.
To Reproduce
Steps to reproduce the behavior:
- The previous steps [metadata collection and article processing] should be done beforehand to have the extracted data saved in csv file containing the articles with the required property.
- Run the
extract_composition_property_data function for multiple articles.
- The script stops after extracting data from ~100-150 articles without giving any error.
Expected behavior
All the articles should be processed to extract data using the agents, instead of stopping abruptly.
Screenshots

System & Environment
- OS: Windows 11
- Processor: 13th Gen Intel(R) Core(TM) i9-13900HX (2.20 GHz)
- Installed RAM: 32 GB
- GPU Enabled: No
- Terminal: PowerShell
- Python environment: 3.12.10 (through Python virtual environment)
Describe the bug
Surprisingly, the data extraction is being stopped after ~100-150 papers without giving any error [see screenshot]. The issue is only happening for the
extract_composition_property_datafunction is called for multiple papers.To Reproduce
Steps to reproduce the behavior:
extract_composition_property_datafunction for multiple articles.Expected behavior
All the articles should be processed to extract data using the agents, instead of stopping abruptly.
Screenshots
System & Environment