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How to solve the problem of outdated knowledge of large models?

2025-08-27 2.0 K
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Ways to Keep AI Knowledge Current with Tavily

Tavily's real-time search capability can effectively compensate for the lag in training data for large models:

  • Dynamic knowledge updating: Obtain the latest web crawling results (e.g., tech trends, news events) through APIs, and generate time-sensitive answers by combining the reasoning power of the big model.
  • Content Extraction Enhancement: UseextractThe function directly obtains the complete content of the specified web page, ensuring accuracy of details.
  • Multi-disciplinary coverage: Financial data, academic papers, and other specialized fields are available through parameter adjustment.

Implementation of recommendations:

  • Setting up caching mechanisms to balance real-time and API call costs
  • Add confidence assessment to search results to avoid dissemination of unreliable information
  • combininginclude_images=TrueAccess to multimedia content enhances response richness

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