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Rickidevs\n\ud83d\udee0 \u5f00\u53d1\u8bed\u8a00\uff1a None\n\u2b50 Star\u6570\u91cf\uff1a 0  |  \ud83c\udf74 Fork\u6570\u91cf\uff1a 0\n\ud83d\udcc5 \u66f4\u65b0\u65f6\u95f4\uff1a 2026-03-26 13:41:27\n\n\ud83d\udcdd \u9879\u76ee\u63cf\u8ff0\uff1a\nI Found a Zero-Day Vulnerability in langchain \u2014 Here\u2019s How It Went\n\n\ud83d\udd17 \u70b9\u51fb\u8bbf\u95ee\u9879\u76ee\u5730\u5740", "url": "https://t.me/GithubRedTeam/77348"}, {"timestamp": "2026-03-26T21:00:04Z", "date_only": false, "value": "2026-03-26T21:00:04.000000Z", "kind": "sighting", "label": "Published proof of concept", "source": "Telegram/EErZ2DHOfxeZ1Fjlnav1XzXAT9awV59GDG_k5YYfJrqej7U", "record": "CVE-2026-34070", "field": "creation_timestamp", "uuid": "e4cae350-5a28-47dd-bed1-3d216547694f"}, {"timestamp": "2026-03-26T23:00:00Z", "date_only": false, "value": "2026-03-26T23:00:00.000+00:00", "kind": "other", "label": "Advisory revision", "source": "csaf_certbund \u00b7 WID-SEC-W-2026-0896", "record": 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"field": "creation_timestamp", "uuid": "551398c4-c832-43fc-a1e1-b479a214eb84", "url": "https://bsky.app/profile/bitnewsbot.bsky.social/post/3mi227lk7vw2y"}, {"timestamp": "2026-03-27T12:46:34.557Z", "date_only": false, "value": "2026-03-27T12:46:34.557294Z", "kind": "sighting", "label": "Seen", "source": "https://bsky.app/profile/ai-nerd.bsky.social/post/3mi25m3c4fx22", "record": "CVE-2026-34070", "field": "creation_timestamp", "uuid": "c978e5ac-afcd-4262-a0e1-6a19574e512c", "url": "https://bsky.app/profile/ai-nerd.bsky.social/post/3mi25m3c4fx22"}, {"timestamp": "2026-03-27T15:18:46Z", "date_only": false, "value": "2026-03-27T15:18:46.000000Z", "kind": "sighting", "label": "Seen", "source": "https://t.me/true_secator/8041", "record": "CVE-2026-34070", "field": "creation_timestamp", "uuid": "986a1d75-d786-448c-8cc4-7db83d58449c", "content": "\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 Cyera \u0432\u044b\u044f\u0432\u0438\u043b\u0438 \u0442\u0440\u0438 \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u0438 \u0432 LangChain \u0438 LangGraph, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432 \u0441\u043b\u0443\u0447\u0430\u0435 \u0443\u0441\u043f\u0435\u0448\u043d\u043e\u0439 \u044d\u043a\u0441\u043f\u043b\u0443\u0430\u0442\u0430\u0446\u0438\u0438 \u043c\u043e\u0433\u0443\u0442 \u043f\u0440\u0438\u0432\u0435\u0441\u0442\u0438 \u043a \u0440\u0430\u0441\u043a\u0440\u044b\u0442\u0438\u044e \u0434\u0430\u043d\u043d\u044b\u0445 \u0444\u0430\u0439\u043b\u043e\u0432\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u044b, \u0441\u0435\u043a\u0440\u0435\u0442\u043e\u0432 \u0441\u0440\u0435\u0434\u044b \u0438 \u0438\u0441\u0442\u043e\u0440\u0438\u0438 \u043f\u0435\u0440\u0435\u043f\u0438\u0441\u043a\u0438.\n\nLangChain \u0438 LangGraph - \u044d\u0442\u043e \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0438 \u0441 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u043c \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u043c \u043a\u043e\u0434\u043e\u043c, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c\u044b\u0435 \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439, \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0438\u0445 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 (LLM).\n\nLangGraph \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 LangChain \u0438 \u043f\u0440\u0435\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d \u0434\u043b\u044f \u0431\u043e\u043b\u0435\u0435 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0438 \u043d\u0435\u043b\u0438\u043d\u0435\u0439\u043d\u044b\u0445 \u0430\u0433\u0435\u043d\u0442\u043d\u044b\u0445 \u0440\u0430\u0431\u043e\u0447\u0438\u0445 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432. \u0421\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0435 PyPI, LangChain, LangChain-Core \u0438 LangGraph \u0431\u044b\u043b\u0438 \u0437\u0430\u0433\u0440\u0443\u0436\u0435\u043d\u044b \u0431\u043e\u043b\u0435\u0435 52 \u043c\u043b\u043d.,\u00a023 \u043c\u043b\u043d.\u00a0\u0438\u00a09 \u043c\u043b\u043d. \u0440\u0430\u0437\u00a0\u0442\u043e\u043b\u044c\u043a\u043e \u0437\u0430 \u043f\u0440\u043e\u0448\u043b\u0443\u044e \u043d\u0435\u0434\u0435\u043b\u044e.\n\n\u0415\u0441\u043b\u0438 \u0432\u043a\u0440\u0430\u0442\u0446\u0435, \u0442\u043e \u044d\u0442\u0438 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u044e\u0442 \u0442\u0440\u0438 \u043d\u0435\u0437\u0430\u0432\u0438\u0441\u0438\u043c\u044b\u0445 \u043f\u0443\u0442\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0437\u043b\u043e\u0443\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u0438\u043a \u043c\u043e\u0436\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0434\u043b\u044f \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u043a\u043e\u043d\u0444\u0438\u0434\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0437 \u043b\u044e\u0431\u043e\u0439 \u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0439 \u0441\u0440\u0435\u0434\u044b LangChain, \u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u043a\u0430\u043a:\n\n- CVE-2026-34070\u00a0(CVSS: 7.5): \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u044c \u043e\u0431\u0445\u043e\u0434\u0430 \u043f\u0443\u0442\u0438 \u0432 LangChain (langchain_core/prompts/loading.py), \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0434\u043e\u0441\u0442\u0443\u043f \u043a \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u043b\u044c\u043d\u044b\u043c \u0444\u0430\u0439\u043b\u0430\u043c \u0431\u0435\u0437 \u043a\u0430\u043a\u043e\u0439-\u043b\u0438\u0431\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438 \u0447\u0435\u0440\u0435\u0437 API \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u043f\u043e\u0434\u0441\u043a\u0430\u0437\u043e\u043a, \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044f \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0439 \u0448\u0430\u0431\u043b\u043e\u043d \u043f\u043e\u0434\u0441\u043a\u0430\u0437\u043a\u0438.\n\n- CVE-2025-68664\u00a0(CVSS: 9.3): \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u044c \u0432 LangChain, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u0430\u044f \u0441 \u0434\u0435\u0441\u0435\u0440\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0435\u0439 \u043d\u0435\u0434\u043e\u0432\u0435\u0440\u0435\u043d\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043f\u0440\u0438\u0432\u043e\u0434\u0438\u0442 \u043a \u0443\u0442\u0435\u0447\u043a\u0435 \u043a\u043b\u044e\u0447\u0435\u0439 API \u0438 \u0441\u0435\u043a\u0440\u0435\u0442\u043e\u0432 \u043e\u043a\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u043f\u0443\u0442\u0435\u043c \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0438 \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0432\u0445\u043e\u0434\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043e\u0431\u043c\u0430\u043d\u044b\u0432\u0430\u0435\u0442 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435, \u0437\u0430\u0441\u0442\u0430\u0432\u043b\u044f\u044f \u0435\u0433\u043e \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0435\u0435 \u043a\u0430\u043a \u0443\u0436\u0435 \u0441\u0435\u0440\u0438\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u043e\u0431\u044a\u0435\u043a\u0442 LangChain, \u0430 \u043d\u0435 \u043a\u0430\u043a \u043e\u0431\u044b\u0447\u043d\u044b\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0435.\n\n- CVE-2025-67644\u00a0(CVSS: 7.3): \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u044c SQL-\u0438\u043d\u044a\u0435\u043a\u0446\u0438\u0438 \u0432 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044c\u043d\u044b\u0445 \u0442\u043e\u0447\u0435\u043a LangGraph SQLite, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0430\u044f \u0437\u043b\u043e\u0443\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u0438\u043a\u0443 \u043c\u0430\u043d\u0438\u043f\u0443\u043b\u0438\u0440\u043e\u0432\u0430\u0442\u044c SQL-\u0437\u0430\u043f\u0440\u043e\u0441\u0430\u043c\u0438 \u0447\u0435\u0440\u0435\u0437 \u043a\u043b\u044e\u0447\u0438 \u0444\u0438\u043b\u044c\u0442\u0440\u0430\u0446\u0438\u0438 \u043c\u0435\u0442\u0430\u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0442\u044c \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u043b\u044c\u043d\u044b\u0435 SQL-\u0437\u0430\u043f\u0440\u043e\u0441\u044b \u043a \u0431\u0430\u0437\u0435 \u0434\u0430\u043d\u043d\u044b\u0445.\n\n\u0423\u0441\u043f\u0435\u0448\u043d\u0430\u044f \u044d\u043a\u0441\u043f\u043b\u0443\u0430\u0442\u0430\u0446\u0438\u044f \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u0435\u0439 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0437\u043b\u043e\u0443\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u0438\u043a\u0443 \u0441\u0447\u0438\u0442\u044b\u0432\u0430\u0442\u044c \u043a\u043e\u043d\u0444\u0438\u0434\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0435 \u0444\u0430\u0439\u043b\u044b, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438 Docker, \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u0442\u044c  \u0441\u0435\u043a\u0440\u0435\u0442\u044b \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0432\u043d\u0435\u0434\u0440\u0435\u043d\u0438\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u043d\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u0438 \u0438 \u043f\u043e\u043b\u0443\u0447\u0430\u0442\u044c \u0434\u043e\u0441\u0442\u0443\u043f \u043a \u0438\u0441\u0442\u043e\u0440\u0438\u0438 \u043f\u0435\u0440\u0435\u043f\u0438\u0441\u043a\u0438, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u043e\u0439 \u0441 \u043a\u043e\u043d\u0444\u0438\u0434\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u043c\u0438 \u0440\u0430\u0431\u043e\u0447\u0438\u043c\u0438 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430\u043c\u0438.\n\n\u041f\u043e\u0434\u0440\u043e\u0431\u043d\u043e\u0441\u0442\u0438 \u043f\u043e CVE-2025-68664 \u0442\u0430\u043a\u0436\u0435 \u0431\u044b\u043b\u0438 \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d\u044b Cyata \u0432 \u0434\u0435\u043a\u0430\u0431\u0440\u0435 2025 \u0433\u043e\u0434\u0430, \u0432 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0435 \u0447\u0435\u0433\u043e \u043e\u043d\u0430 \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0430 \u043a\u0440\u0438\u043f\u0442\u043e\u043d\u0438\u043c LangGrinch.\n\n\u0423\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u0438 \u0431\u044b\u043b\u0438 \u0443\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u044b \u0432 \u0432\u0435\u0440\u0441\u0438\u044f\u0445: langchain-core 1.2.22 (CVE-2026-34070), langchain-core 0.3.81 \u0438 1.2.5 (CVE-2025-68664) \u0438 langgraph-checkpoint-sqlite 3.0.1 (CVE-2025-67644).\n\n\u041f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0435\u0449\u0435 \u0440\u0430\u0437 \u043f\u043e\u0434\u0447\u0435\u0440\u043a\u0438\u0432\u0430\u044e\u0442, \u0447\u0442\u043e \u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c\u044b \u0418\u0418 \u043d\u0435 \u0437\u0430\u0441\u0442\u0440\u0430\u0445\u043e\u0432\u0430\u043d\u044b \u043e\u0442 \u043a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u0435\u0439, \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u043e \u0441\u0442\u0430\u0432\u044f \u043f\u043e\u0434 \u0443\u0433\u0440\u043e\u0437\u0443 \u0446\u0435\u043b\u044b\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b.\n\n\u041f\u0440\u0438\u0447\u0435\u043c, \u043f\u0440\u043e\u0448\u043b\u0430\u044f \u043a\u0440\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u044c, \u0437\u0430\u0442\u0440\u0430\u0433\u0438\u0432\u0430\u044e\u0449\u0430\u044f Langflow (CVE-2026-33017, CVSS: 9.3), \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0430 \u0430\u043a\u0442\u0438\u0432\u043d\u0443\u044e \u044d\u043a\u0441\u043f\u043b\u0443\u0430\u0442\u0430\u0446\u0438\u044e \u0432 \u0442\u0435\u0447\u0435\u043d\u0438\u0435 20 \u0447\u0430\u0441\u043e\u0432 \u043f\u043e\u0441\u043b\u0435 \u043f\u0443\u0431\u043b\u0438\u0447\u043d\u043e\u0433\u043e \u0440\u0430\u0441\u043a\u0440\u044b\u0442\u0438\u044f, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044f \u0437\u043b\u043e\u0443\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u0438\u043a\u0430\u043c \u0438\u043c \u043f\u043e\u0445\u0438\u0449\u0430\u0442\u044c \u043a\u043e\u043d\u0444\u0438\u0434\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0438\u0437 \u0441\u0440\u0435\u0434 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432.\n\n\u041a\u0430\u043a \u043e\u0442\u043c\u0435\u0442\u0438\u043b\u0438 \u0432 Horizon3.ai, \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u044c \u0438\u043c\u0435\u0435\u0442 \u0442\u0443 \u0436\u0435 \u043f\u0435\u0440\u0432\u043e\u043f\u0440\u0438\u0447\u0438\u043d\u0443, \u0447\u0442\u043e \u0438 CVE-2025-3248, \u0438 \u0441\u0432\u044f\u0437\u0430\u043d\u0430 \u0441 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435\u043c \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u043b\u044c\u043d\u043e\u0433\u043e \u043a\u043e\u0434\u0430 \u043d\u0435\u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u043c\u0438 \u043a\u043e\u043d\u0435\u0447\u043d\u044b\u043c\u0438 \u0442\u043e\u0447\u043a\u0430\u043c\u0438.\n\n\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 Cyera \u043e\u0431\u0440\u0430\u0449\u0430\u044e\u0442 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e LangChain \u043d\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442 \u0438\u0437\u043e\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e, \u043d\u0430\u0445\u043e\u0434\u0438\u0442\u0441\u044f \u0432 \u0446\u0435\u043d\u0442\u0440\u0435 \u043e\u0433\u0440\u043e\u043c\u043d\u043e\u0439 \u0441\u0435\u0442\u0438 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0435\u0439, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043f\u0440\u043e\u0441\u0442\u0438\u0440\u0430\u0435\u0442\u0441\u044f \u043f\u043e \u0432\u0441\u0435\u043c\u0443 \u0441\u0442\u0435\u043a\u0443 \u0418\u0418. \u0421\u043e\u0442\u043d\u0438 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 LangChain \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u043e\u0431\u0435\u0440\u0442\u043a\u0438, \u0440\u0430\u0441\u0448\u0438\u0440\u044f\u044e\u0442 \u0435\u0433\u043e \u0438\u043b\u0438 \u0437\u0430\u0432\u0438\u0441\u044f\u0442 \u043e\u0442 \u043d\u0435\u0433\u043e. \n\n\u0418 \u043a\u043e\u0433\u0434\u0430 \u0432 \u044f\u0434\u0440\u0435 LangChain \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u044c, \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430 \u0437\u0430\u0442\u0440\u0430\u0433\u0438\u0432\u0430\u0435\u0442 \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u043d\u0435\u043f\u043e\u0441\u0440\u0435\u0434\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439, \u043d\u043e \u0438 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u044f\u0435\u0442\u0441\u044f \u043d\u0430 \u043a\u0430\u0436\u0434\u0443\u044e \u043f\u043e\u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0443\u044e 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