Knowledge base proof of concept

Tim van Kempen
May 9, 2023
min read


TwinAI demonstrates the power of AI integration by extending ChatGPT's knowledge with real-time data. We successfully scraped the website of the Dutch Ministry of Foreign Affairs ( and used ChatGPT to create an embedding that allows the AI to provide updated answers based on recent news articles. This case showcases the adaptability of our approach to any business or content-driven website.


ChatGPT's knowledge is limited to information available up until 2021, which prevents it from providing up-to-date answers based on recent developments. To address this issue, TwinAI was tasked with creating a solution to empower ChatGPT with the latest information from relevant websites.


We devised an innovative approach to keep ChatGPT informed by:

  1. Scraping website content: We scraped the website of the Dutch Ministry of Foreign Affairs, collecting current information and news articles.
  2. Creating an embedding with ChatGPT: We used ChatGPT to process the scraped data and create an embedding, enabling it to provide up-to-date answers based on the latest information.
  3. Adapting the solution to other websites: Our flexible methodology can be applied to any business or content-driven website that requires real-time data integration.


The successful implementation of our solution enabled ChatGPT to:

  1. Provide current and accurate information: With access to the latest data, ChatGPT can now deliver more relevant and up-to-date responses.
  2. Enhance user experience: Users benefit from a more knowledgeable AI that stays informed with real-time information.
  3. Expand applicability: The adaptability of our approach allows it to be easily translated to other businesses or content-driven websites.

TwinAI's innovative AI integration capabilities demonstrate our commitment to providing cutting-edge solutions that enhance AI knowledge and effectiveness across various industries.

Tim van Kempen

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