{"id":27116,"date":"2023-09-05T10:53:05","date_gmt":"2023-09-05T01:53:05","guid":{"rendered":"http:\/\/nori.company\/?p=27116"},"modified":"2023-09-05T10:53:05","modified_gmt":"2023-09-05T01:53:05","slug":"langfuse-llm%ec%95%b1%ec%9d%84-%ec%9c%84%ed%95%9c-%ec%98%a4%ed%94%88%ec%86%8c%ec%8a%a4-observability-analytics-%ec%86%94%eb%a3%a8%ec%85%98-2","status":"publish","type":"post","link":"https:\/\/nori.company\/?p=27116","title":{"rendered":"LangFuse &#8211; LLM\uc571\uc744 \uc704\ud55c \uc624\ud508\uc18c\uc2a4 Observability &#038; Analytics \uc194\ub8e8\uc158"},"content":{"rendered":"<ul>\n<li>LLM\uc744 \uc774\uc6a9\ud558\uc5ec \ub9cc\ub4e4\uc5b4\uc9c4 \uc571\ub4e4\uc744 \uc704\ud55c \ub3c4\uad6c<\/li>\n<li>Observability\n<ul>\n<li>\ubcf5\uc7a1\ud55c \ub85c\uadf8\uc640 \ud2b8\ub808\uc774\uc2a4\ub97c \ube44\uc96c\uc5bc UI\ub85c \ud0d0\uc0c9 \ubc0f \ub514\ubc84\uadf8<\/li>\n<li>\uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31\uc5d0 \ub530\ub77c \uc2e4\ud589 \ud2b8\ub808\uc774\uc2a4\ub97c \uc138\uadf8\uba3c\ud2b8\ud654<\/li>\n<\/ul>\n<\/li>\n<li>Analytics: \ube44\uc6a9, \uc9c0\uc5f0\uc2dc\uac04 \ubc0f \uc751\ub2f5 \ud488\uc9c8\uc744 \uce21\uc815 &amp; \uac1c\uc120\n<ul>\n<li>\ubaa8\ub378\ubcc4 \ud1a0\uadfc \uc0ac\uc6a9\ub7c9,&#8230;\n<p>\ucd9c\ucc98 : <a href=\"https:\/\/news.hada.io\/topic?id=10720\" target=\"_blank\" rel=\"noopener\">GeekNews &#8211; \uac1c\ubc1c\/\uae30\uc220\/\uc2a4\ud0c0\ud2b8\uc5c5 \ub274\uc2a4 \uc11c\ube44\uc2a4 <\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>LLM\uc744 \uc774\uc6a9\ud558\uc5ec \ub9cc\ub4e4\uc5b4\uc9c4 \uc571\ub4e4\uc744 \uc704\ud55c \ub3c4\uad6c Observability \ubcf5\uc7a1\ud55c \ub85c\uadf8\uc640 \ud2b8\ub808\uc774\uc2a4\ub97c \ube44\uc96c\uc5bc UI\ub85c \ud0d0\uc0c9 \ubc0f \ub514\ubc84\uadf8 \uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31\uc5d0 \ub530\ub77c \uc2e4\ud589 \ud2b8\ub808\uc774\uc2a4\ub97c&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[138],"tags":[163],"class_list":["post-27116","post","type-post","status-publish","format-standard","hentry","category-it","tag-geeknews-----"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pa3PO4-73m","jetpack-related-posts":[{"id":27098,"url":"https:\/\/nori.company\/?p=27098","url_meta":{"origin":27116,"position":0},"title":"LangFuse &#8211; LLM\uc571\uc744 \uc704\ud55c \uc624\ud508\uc18c\uc2a4 Observability &#038; Analytics \uc194\ub8e8\uc158","author":"\ub178\ub9ac\ucef4\ud37c\ub2c8","date":"2023\ub144 9\uc6d4 5\uc77c","format":false,"excerpt":"LLM\uc744 \uc774\uc6a9\ud558\uc5ec \ub9cc\ub4e4\uc5b4\uc9c4 \uc571\ub4e4\uc744 \uc704\ud55c \ub3c4\uad6c Observability \ubcf5\uc7a1\ud55c \ub85c\uadf8\uc640 \ud2b8\ub808\uc774\uc2a4\ub97c \ube44\uc96c\uc5bc UI\ub85c \ud0d0\uc0c9 \ubc0f \ub514\ubc84\uadf8 \uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31\uc5d0 \ub530\ub77c \uc2e4\ud589 \ud2b8\ub808\uc774\uc2a4\ub97c \uc138\uadf8\uba3c\ud2b8\ud654 Analytics: \ube44\uc6a9, \uc9c0\uc5f0\uc2dc\uac04 \ubc0f \uc751\ub2f5 \ud488\uc9c8\uc744 \uce21\uc815 & \uac1c\uc120 \ubaa8\ub378\ubcc4 \ud1a0\uadfc \uc0ac\uc6a9\ub7c9,... \ucd9c\ucc98 : GeekNews - \uac1c\ubc1c\/\uae30\uc220\/\uc2a4\ud0c0\ud2b8\uc5c5 \ub274\uc2a4 \uc11c\ube44\uc2a4","rel":"","context":"&quot;IT&quot;\uc5d0\uc11c","block_context":{"text":"IT","link":"https:\/\/nori.company\/?cat=138"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":22670,"url":"https:\/\/nori.company\/?p=22670","url_meta":{"origin":27116,"position":1},"title":"griptape &#8211; LLM \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uc704\ud55c \ud30c\uc774\uc36c \ud504\ub808\uc784\uc6cc\ud06c","author":"\ub178\ub9ac\ucef4\ud37c\ub2c8","date":"2023\ub144 4\uc6d4 25\uc77c","format":false,"excerpt":"\uc21c\ucc28\uc801 LLM \ud30c\uc774\ud504\ub77c\uc778\uc744 \uc791\uc131\ud558\uace0 \ubcf5\uc7a1\ud55c \uc720\uc2a4\ucf00\uc774\uc2a4\ub97c \uc704\ud55c \ub300\uaddc\ubaa8 DAG \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uad6c\ucd95 Chain of Thought \uae30\ub2a5\uc73c\ub85c LLM\uc744 \ubcf4\uac15\ud558\uace0, \uc678\ubd80 \ub3c4\uad6c\uc640 \uc5f0\ub3d9(\uacc4\uc0b0\uae30, \uc6f9\uac80\uc0c9, \uc2a4\ud504\ub808\ub4dc\uc2dc\ud2b8 \ud3b8\uc9d1\uae30, API \ucee4\ub125\ud130) AI \ud30c\uc774\ud504\ub77c\uc778\uc5d0 \uba54\ubaa8\ub9ac\ub97c \ucd94\uac00\ud574\uc11c \ucee8\ud150\uc2a4\ud2b8\ub97c \ubcf4\uc874 \ubc0f \uc694\uc57d\uc5d0 \uc0ac\uc6a9 ... \ucd9c\ucc98 : GeekNews - \uac1c\ubc1c\/\uae30\uc220\/\uc2a4\ud0c0\ud2b8\uc5c5 \ub274\uc2a4 \uc11c\ube44\uc2a4","rel":"","context":"&quot;IT&quot;\uc5d0\uc11c","block_context":{"text":"IT","link":"https:\/\/nori.company\/?cat=138"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":26506,"url":"https:\/\/nori.company\/?p=26506","url_meta":{"origin":27116,"position":2},"title":"LLM \uc5f0\uad6c\uc758 \uacf5\uac1c \uacfc\uc81c\ub4e4","author":"\ub178\ub9ac\ucef4\ud37c\ub2c8","date":"2023\ub144 8\uc6d4 22\uc77c","format":false,"excerpt":"LLM \ubd84\uc57c\uc5d0\uc11c \uc598\uae30\ub418\ub294 \uc8fc\uc694 \uacfc\uc81c 10\uac1c\uc640 \ucd94\uac00 \ud559\uc2b5\uc744 \uc704\ud55c \ub9c1\ud06c\ubaa8\uc74c \ud658\uac01(Hallucination) \uac10\uc18c \ubc0f \uce21\uc815 \ud68c\uc0ac\uc5d0\uc11c LLM\uc744 \ucc44\ud0dd\ud558\ub294\ub370 \uac00\uc7a5 \ud070 \uc7a5\uc560\ubb3c\uc740 \ud658\uac01 \ud658\uac01\uc744 \uc644\ud654\ud558\uace0 \uce21\uc815\ud558\uae30 \uc704\ud55c \uc9c0\ud45c\ub97c \uac1c\ubc1c\ud558\ub294 \uac83\uc740 \uc778\uae30 \uc788\ub294 \uc5f0\uad6c \uc8fc\uc81c\ub85c \ub9ce\uc740 \uc2a4\ud0c0\ud2b8\uc5c5\ub4e4\uc774 \uc9d1\uc911\ud558\uace0 \uc788\uc74c... \ucd9c\ucc98 : GeekNews - \uac1c\ubc1c\/\uae30\uc220\/\uc2a4\ud0c0\ud2b8\uc5c5 \ub274\uc2a4 \uc11c\ube44\uc2a4","rel":"","context":"&quot;IT&quot;\uc5d0\uc11c","block_context":{"text":"IT","link":"https:\/\/nori.company\/?cat=138"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":24159,"url":"https:\/\/nori.company\/?p=24159","url_meta":{"origin":27116,"position":3},"title":"Lanarky &#8211; LLM\uc744 \ud504\ub85c\ub355\uc158\uc5d0 \ubc30\ud3ec\ud558\uae30 \uc704\ud55c \uc624\ud508\uc18c\uc2a4 \ud504\ub808\uc784\uc6cc\ud06c","author":"\ub178\ub9ac\ucef4\ud37c\ub2c8","date":"2023\ub144 6\uc6d4 18\uc77c","format":false,"excerpt":"FastAPI \uae30\ubc18 \uba40\ud2f0 \ubaa8\ub4dc \ud1a0\ud070 \uc2a4\ud2b8\ub9ac\ubc0d \ube60\ub978 \ud504\ub85c\ud1a0\ud0c0\uc774\ud551\uc744 \uc704\ud55c \uac04\ub2e8\ud55c gradio \ucc57\ubd07 LangChain \uc5b4\ud50c\ub9ac\ucf00\uc774\uc158 \uc9c0\uc6d0 \ub2e4\uc218\uc758 LLM \uce90\uc2f1 \uc804\ub7b5 \uc9c0\uc6d0 \uc608\uc815: LlamaIndex, Guidance, Rebuff \ub4f1 \uc9c0\uc6d0 \ubc0f SQL DB \uc5f0\ub3d9 ... \ucd9c\ucc98 : GeekNews - \uac1c\ubc1c\/\uae30\uc220\/\uc2a4\ud0c0\ud2b8\uc5c5 \ub274\uc2a4 \uc11c\ube44\uc2a4","rel":"","context":"&quot;IT&quot;\uc5d0\uc11c","block_context":{"text":"IT","link":"https:\/\/nori.company\/?cat=138"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":23621,"url":"https:\/\/nori.company\/?p=23621","url_meta":{"origin":27116,"position":4},"title":"MIT\uc758 MAS.S68 \uac15\uc758 &#8211; 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