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What you should know about database storage and retrieval.
| | www.igvita.com
SSTable and Log Structured Storage: LevelDB - igvita.com
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| | LevelDB combines the SSTable, MemTable a number of processing conventions to create a fast, open-source database engine. LevelDB is now embedded in WebKit (IndexDB), but you can also easily embed it in your own application!
| | timilearning.com
Chapter 3 - Storage and Retrieval
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| | My notes from the third chapter of Martin Kleppmann's book: Designing Data Intensive Applications.
| | blog.omega-prime.co.uk
Datastructures for external memory
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| | Something I recently became interested in is map data structures for external memory - i.e. ways of storing indexed data that are optimized for storage on disk.
| | bdtechtalks.com
4 ways to improve the retrieval of your RAG pipeline - TechTalks
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| Standard retrieval can only get you so far. Alignment, contextual retrieval, and reranking can improve your RAG pipeline considerably.