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s3: The new RAG framework that trains search agents with minimal data

Source: venturebeat.com | By Ben Dickson

Published on: 2025-06-16 16:51:11

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Researchers at University of Illinois Urbana-Champaign have introduced s3, an open-source framework designed to build retrieval-augmented generation (RAG) systems more efficiently than current methods. s3 can benefit developers creating real-world large language model (LLM) applications, as it simplifies and reduces the cost of creating retriever models within RAG arch

Keywords: llm rag retrieval s3 search

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AI still has a hallucination problem: How MongoDB aims to solve it with advanced rerankers and embedding models

Source: venturebeat.com | By Sean Michael Kerner

Published on: 2025-11-15 12:00:00

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More To get the best possible result from an AI query, organizations need the best possible data. The answer that many organizations have had to overcome that challenge is retrieval-augmented generation (RAG). With RAG, results are grounded in data from a database. As it turns out, though, not all RAG is the same, and actually optimizing a database for the best possible res

Keywords: ai database mongodb retrieval voyage

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