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How to address the challenges of integrating information in cross-linguistic research?

2025-09-10 1.7 K

Multilingual Research Solutions

GPT Researcher's native support for multiple languages systematically addresses the following pain points:

  • Automatic Language Recognition: The system detects the language of the input question and matches it with the corresponding language resource.
  • Cross-Language Knowledge Graph: A built-in concept mapping mechanism can relate the same concept expressed in different languages.

workflow

  1. Make sure to load thelangdetectDependency Package.
  2. Setting in the .env configuration fileDEFAULT_LANG=zhand other target languages.
  3. Research command added--lang allparameter to get multilingual results.

best practice

  • Prioritize the use of the system's presetGlossary(viaterminology.json(Configuration).
  • For small language studies, recommendations:
    • Prepare a bilingual keyword cross-reference table in advance
    • Enable intelligent image capture to aid understanding
    • Restrictions on zonal domains to improve accuracy (e.g., .jp/.kr)

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