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How to optimize the accuracy and real-time performance of AI tools when processing web content?

2025-08-21 477
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Ways to Improve the Accuracy of Web Content Analysis

When using OpenResearcher, the following steps can be taken to ensure that web content analysis is accurate and real-time:

  • Configuring FirecrawlAPI: Get the latest FIRECRAWL_API_KEY for real-time web crawling functionality to ensure data currency.
  • Selecting Optimized Query Terms: Use specific and well-defined query terms when searching to help AI locate relevant content more accurately
  • Utilizes dual-model support: Switch between different AI models (e.g. Claude or OpenAI) via the settings page to compare the differences in analysis results.
  • Real-time monitoring of the reasoning process: Observe the AI reasoning steps displayed in the left chat window, which can be paused or redirected at any time

Note: It is necessary to maintain a stable internet connection and update the API key regularly. Developers can also optimize the search algorithm or add custom validation rules by modifying the source code (under app/open-researcher directory).

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