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How to optimize search results for non-English speaking research projects?

2025-09-05 1.5 K

Multilingual Research Optimization Program

The Deep Research Web UI enables multi-language research optimization in the following ways:

  • explicit language declaration: Use the format "[language code]:subject" (e.g., "JA: Deeper Learning") when typing in the search box, and the system will automatically switch the search engine language preference.
  • Mixed Language Tips: For research on multilingual materials, enter a compound instruction such as "Compare the carbon neutral policies of German and English".
  • Result Validation Function: Each node in the dendrogram displays the language label of the source page, making it easy to verify the accuracy of the information.

Advanced Configuration Methods:

  • Adding PPLX_API_KEY to the .env file enables Perplexity's multi-language enhancement mode.
  • For CJK languages such as Japanese/Korean, it is recommended to enter English keywords (e.g., "medical AI applications") at the same time.
  • PDF export can choose to retain the original text + machine translation cross-reference version

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