Challenges Crawling GCC Government Documents for AI
The article discusses the technical challenges faced when trying to crawl and ingest government documents from the Gulf Cooperation Council (GCC) region for an AI-powered legal research tool called GCC LexAI.
Why it matters
This article highlights the importance of understanding and addressing technical constraints when building AI systems that rely on data from government sources, especially in regions with strict internet access policies.
Key Points
- 1Saudi government websites block non-Saudi IP addresses, making it difficult to access documents directly from the .gov.sa domains
- 2The UAE's Securities and Commodities Authority (SCA) website returns HTML instead of the expected PDF documents at certain URLs
- 3Relying solely on official government URLs is not reliable, as they are optimized for human browsers rather than automated access
Details
The author describes their experience building GCC LexAI, an AI-powered legal research tool that requires ingesting government documents from the UAE and Saudi Arabia. They encountered several technical challenges, including Saudi government websites blocking non-Saudi IP addresses and the UAE's SCA website returning HTML instead of PDF documents at certain URLs. The author learned that they could not rely solely on official government URLs as the primary source for these documents, as the websites are optimized for human browsers rather than automated access. Instead, they had to find alternative sources, such as CDN mirrors and documents hosted by other organizations, to ensure a reliable and consistent data source for their AI system.
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