{"version":"1.0","height":"190","width":"100%","type":"rich","author_name":"bwgift","provider_name":"Hatena Blog","provider_url":"https://hatena.blog","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Fbwgift.hatenadiary.jp%2Fentry%2F2025%2F05%2F17%2F215834\" title=\"\u30e1\u30e2\uff1a\u8ad6\u6587\u898b\u306a\u304c\u3089RAG\u5b9f\u88c5\u3092\u3057\u3066\u307f\u308b\u3002Muti-Round Agent RAG\u7de8 - \u5730\u5e73\u7dda\u307e\u3067\u884c\u3063\u3066\u304f\u308b\u3002\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","url":"https://bwgift.hatenadiary.jp/entry/2025/05/17/215834","categories":["Python","LLM","\u81ea\u7136\u8a00\u8a9e\u51e6\u7406","\u304a\u52c9\u5f37"],"title":"\u30e1\u30e2\uff1a\u8ad6\u6587\u898b\u306a\u304c\u3089RAG\u5b9f\u88c5\u3092\u3057\u3066\u307f\u308b\u3002Muti-Round Agent RAG\u7de8","published":"2025-05-17 21:58:34","image_url":null,"author_url":"https://blog.hatena.ne.jp/bwgift/","blog_url":"https://bwgift.hatenadiary.jp/","blog_title":"\u5730\u5e73\u7dda\u307e\u3067\u884c\u3063\u3066\u304f\u308b\u3002","description":"\u52c9\u5f37\u306b\u3068RAG\u5b9f\u88c5\u3092\u5473\u898b\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u305f\u306e\u3067\u3001\u7d9a\u3051\u3066\u30c8\u30e9\u30a4\u3057\u307e\u3059\u3002LLM\u306b\u306follama\u3092\u4ecb\u3057\u3066gemma3:4b-it-qat\u3092\u5229\u7528\u3057\u307e\u3059\u3002\u3053\u306e\u307e\u307e\u3001GPT-4.1\u4f7f\u3063\u3066\u3082\u52d5\u4f5c\u3059\u308b\u3088\u3046\u306b\u6e96\u5099\u3057\u3066\u3044\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30ebLLM\u306e\u65b9\u3067\u6c17\u697d\u306b\u6311\u6226\u3057\u307e\u3059\u3002 \u4eca\u56de\u306f\u3053\u306e\u8ad6\u6587\u3092\u53c2\u8003\u306bRAG\u3092\u4f5c\u3063\u3066\u307f\u307e\u3059\u3002 \u201dRetrieval-Augmented Generation with Conflicting Evidence\u201d Han Wang Archiki Prasad Elias Stengel-Eskin Mohit Bansal https://arxiv.org/pdf/2504.13079v1 retr\u2026"}