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LangChainのRAGの改善法, LayerX機械学習勉強会 #1100

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AkihikoWatanabe opened this issue Oct 29, 2023 · 1 comment

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Article LanguageModel Library NLP RetrievalAugmentedGeneration Tools

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AkihikoWatanabe commented Oct 29, 2023

https://jobs.layerx.co.jp/1f1e1728bd9c4fee9a86f5ea51b32c1f

AkihikoWatanabe changed the title ~~LangChainのRAGの改善法~~ LangChainのRAGの改善法, LayerX機械学習勉強会

AkihikoWatanabe added NLP LanguageModel RetrievalAugmentedGeneration Article Tools Library labels

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AkihikoWatanabe commented Oct 29, 2023

以下リンクからの引用。LangChainから提供されているRetrieverのcontext抽出の性能改善のためのソリューション

Multi representation indexing：検索に適した文書表現（例えば要約）の作成
Query transformation：人間の質問を変換して検索を改善する方法
Query construction：人間の質問を特定のクエリ構文や言語に変換する方法

https://blog.langchain.dev/query-transformations/

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