{"version":"1.0","type":"card","id":"d7367e68-4b13-4254-8f18-2a5a59f92598","url":"https://stacklist.com/card/d7367e68-4b13-4254-8f18-2a5a59f92598","title":"AI Memory System Ingestion: Beyond Compute Challenges","source_url":"https://www.linkedin.com/posts/pauliusztin_i-used-to-think-ingesting-1000000-documents-share-7477286521130315776-xGxf/?utm_source=share&utm_medium=member_ios&rcm=ACoAAAI21ZsBNnZPaKuTab7nquKLCveUW7o-1DE","note":"This page discusses the complexities of ingesting 1,000,000 documents into an AI memory system, emphasizing that the challenge lies in orchestration rather than just computational power. It outlines a two-pool architecture for efficient data processing, highlighting the importance of parallelism and independent scaling of bottlenecks.","image":{"url":"https://ucarecdn.com/97baa202-8e8d-49ce-a343-6516b69b0485/","alt":"AI Memory System Ingestion: Beyond Compute Challenges","width":1200,"height":750},"stack":{"id":"83ceb89e-4a5a-4e29-8e12-b0030848f843","title":"AI Brains","url":"https://stacklist.com/c/technology/stack/83ceb89e-4a5a-4e29-8e12-b0030848f843"},"created_at":"2026-07-29T02:35:26.589Z","updated_at":null,"aco":null,"_links":{"self":"/api/public/card/d7367e68-4b13-4254-8f18-2a5a59f92598.json","html":"https://stacklist.com/card/d7367e68-4b13-4254-8f18-2a5a59f92598","md":"/api/public/card/d7367e68-4b13-4254-8f18-2a5a59f92598.md","stack_json":"/api/public/stack/83ceb89e-4a5a-4e29-8e12-b0030848f843.json"}}