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Overview
About.md Hey there. I am Kumar Shivendu I search, distributed databases and scraping/visualizing data.
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Inference-Free SPLADE: Full Quality, 13 Faster Queries
Inference-free SPLADE nearly matches full SPLADE quality at 13 lower query latency, no GPU needed at query time. Benchmarked against full SPLADE and BM25 on Qdrant and pyserini.
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Token-Native Storage: Read and Write in Your Agent's Language
Agents read and write in tokens (BPE). But our DB engines are still designed for humans (UTF-8). Persist payloads as BPE token IDs with a static entropy coder and you get 3.3 lossless compression, zero-cost persistence of LLM output, and a representation
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Why I'm Obsessed With Search
Search is everywhere and is one of the hardest problems in CS. Here's why I'm obsessed with it.
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