As agentic and RAG systems move into production, retrieval quality is emerging as a quiet failure point — one that can ...

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...

Google’s open-source Gemma is already a small model designed to run on devices like smartphones. However, Google continues to expand the Gemma family of models and optimize these for local usage on ...

当文档库规模扩张时向量数据库肯定会跟着膨胀。百万级甚至千万级的 embedding 存储，float32 格式下的内存开销相当可观。 好在有个经过生产环境验证的方案，在保证检索性能的前提下大幅削减内存占用，它就是Binary Quantization（二值化量化） 本文会逐步展示如何 ...

MongoDB Inc. today announced that it has acquired Voyage AI Inc., a startup with a series of artificial intelligence models for generating embeddings. The terms of the deal were not disclosed. Voyage ...

The AI company also introduced API key management improvements that provide more visibility into API usage and more control over API keys. Generative AI juggernaut OpenAI has introduced new ways for ...