The Case Against PGVector
📊Columnar Databases
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Cutting LLM Batch Inference Time in Half: Dynamic Prefix Bucketing at Scale
⚡Apache Spark
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Parallel achieves 70% accuracy on SEAL, benchmark for hard web research
📊Columnar Databases
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The case against pgvector
simonwillison.net·23h
📊Columnar Databases
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I Processed the Internet on a Single Machine to Find Valuable Expired Domains
📊Columnar Databases
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Real-time stock volatility prediction with deep learning on a time-series DB
⚡ClickHouse
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AI Function Calling: Composing and Decomposing Functions for Complex Tasks
📐Column Encoding
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We found embedding indexing bottleneck in the least expected place: JSON parsing
📊Columnar Databases
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The Constrained Application Protocol (CoAP)
⚡OLTP Systems
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You Shouldn't Use ORMs
⚡OLTP Systems
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Ranking LLMs based on 180k French votes (French government's AI arena)
📐Column Encoding
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AI Summarization Optimization
📐Column Encoding
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Building blobd: single-machine object store with sub-millisecond reads and 15 GB/s uploads
🔧Database Internals
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Dive into Systems
⚡OLTP Systems
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