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rag

Every NG Tech LLC signal, daily brief, and feature tagged under rag, grouped by publish date.

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2 published items.

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Every published piece for rag, newest first.

# Jun 11, 2026

1 item

Signal 2 sources

Verbatim-RAG model extracts evidence spans without an LLM call

KRLabsOrgverbatim-rag-modern-bert-v2ragopen source releasemedium impact

Key takeaway

KRLabsOrg's `verbatim-rag-modern-bert-v2` gained attention as a 150M-parameter model that extracts verbatim evidence spans for RAG pipelines without invoking a generative LLM. The…

/insights/2026-06-11-verbatim-rag-model-extracts-evidence-spans-without-an-llm-call

ragevidence-extractionhugging-faceretrieval

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# May 2, 2026

1 item

Signal 1 sources

PageIndex gains momentum as a vectorless RAG approach for reasoning-heavy retrieval

VectifyAIPageIndexragecosystem shiftmedium impact

Key takeaway

VectifyAI's PageIndex surfaced in the May 2 GitHub AI trends report as a vectorless, reasoning-based RAG system. The project stands out because it challenges the default assumptio…

/insights/2026-05-02-pageindex-gains-momentum-as-a-vectorless-rag-approach-for-reasoning-heavy-retrieval

ragrepo-momentumreasoningecosystem shift

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