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Teaching Models to Decide When to Retrieve: Adaptive RAG, Part 4

sirpunch · published 5 October 2025

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https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/query_classification_based_adaptive_rag.png
blog.reachsumit.com
https://github.com/starsuzi/Adaptive-RAG
github.com
https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/uar_instruction_examples.png
blog.reachsumit.com
https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/uar_framework.png
blog.reachsumit.com
https://github.com/xiami2019/UAR
github.com
https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/raggate_mha.png
blog.reachsumit.com
https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/kbm_framework.png
blog.reachsumit.com
https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/dior_framework.png
blog.reachsumit.com
https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/mba_rag.png
blog.reachsumit.com
https://github.com/FUTUREEEEEE/MBA
github.com
https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/slimplm_overview.png
blog.reachsumit.com
https://github.com/plageon/SlimPlm
github.com
https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/self_rag_special_tokens.png
blog.reachsumit.com
https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/self_rag_training_example.png
blog.reachsumit.com
https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/self_rag_overview.png
blog.reachsumit.com
https://selfrag.github.io/
selfrag.github.io
https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/adapt_llm.png
blog.reachsumit.com
https://github.com/tLabruna/Adapt-LLM
github.com
https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/self_multi_rag.png
blog.reachsumit.com
https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/reflectiVA_training_process.png
blog.reachsumit.com
https://github.com/aimagelab/ReflectiVA
github.com
https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/raggate_peft.png
blog.reachsumit.com
https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/autorag_example.png
blog.reachsumit.com
https://github.com/ictnlp/Auto-RAG
github.com
https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/deeprag_framework.png
blog.reachsumit.com
https://github.com/gxy-gxy/DeepRAG
github.com
https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/sr_rag_comparison.png
blog.reachsumit.com
https://blog.reachsumit.com/img/posts/2025/retrieval-timing-judgement/sr_rag_overview.png
blog.reachsumit.com