Vector Databases
PulseAugur coverage of Vector Databases — every cluster mentioning Vector Databases across labs, papers, and developer communities, ranked by signal.
3 day(s) with sentiment data
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New VectorSmuggle attack hides data in AI embeddings
Researchers have identified a new security vulnerability in vector databases used by RAG systems, dubbed VectorSmuggle. This attack allows malicious actors with write access to hide sensitive data within embeddings, whi…
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Author builds AI analytics layers using SQL, JSON, and vector databases
This article details a method for building AI-powered analytics layers using a combination of SQL, JSON, and vector databases. The author explains how to integrate these technologies to process data and leverage AI capa…
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Two-tower models and vector DBs with LLMs compete for recommendation systems
A recent comparison explored the efficacy of two-tower models versus vector databases combined with large language models for large-scale recommendation systems. Two-tower models excel with sub-10ms latency for cold-sta…
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AI development sees surge in fastest-growing open-source projects
A compilation of fastest-growing open-source projects across various AI domains was released on May 1, 2026. The report highlights trends in RAG and Vector Databases, AI Research, Prompt Engineering, Fine-tuning & Train…