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Proxies and Crawling in RAG Knowledge Base Construction: Technical Implementation from Scheduled Collection to Vectorization and Storage

For RAG scenarios, explain why scheduled crawling of vertical websites requires proxies and deduplication, and provide the complete architecture and Python implementation from scheduling, proxy requests, parsing, to vectorization and database storage.