Hugging Face tests a 4× reduction with pooling-aware training
Pooling-aware training reduced document vectors to one quarter in a multi-vector search index while retaining 97.8% of the unchanged nDCG@10 performance.
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Pooling-aware training reduced document vectors to one quarter in a multi-vector search index while retaining 97.8% of the unchanged nDCG@10 performance.
Amazon Bedrock Managed Knowledge Base now offers one-search answer generation and passage-only retrieval without a model call through the same AgenticRetrieveStream API.
OpenRouter users can call Cohere’s Embed 5 and Rerank 5 models with their existing API key; four new endpoints cover text, image and mixed-content RAG workflows.
NVIDIA released open-weight Embed models for finding evidence across text and images, a Rerank model for reordering results, and a Parse model for structuring documents.
BMJ Group, Sage and four other publishers are bringing more than 20 million peer-reviewed papers into a licensed access layer that AI agents can query through MCP and API.
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