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[BUG]: extract_composition_property_data function execution stops WITHOUT ERROR after ~100-150 papers #1

@aritraroy24

Description

@aritraroy24

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:

  1. 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.
  2. Run the extract_composition_property_data function for multiple articles.
  3. 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

Image

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)

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