diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 64fe4898572..e92ee2401d0 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -46,8 +46,8 @@ catalogs:
       specifier: 1.1.14
       version: 1.1.14
     '@langchain/core':
-      specifier: 1.1.31
-      version: 1.1.31
+      specifier: 1.1.34
+      version: 1.1.34
     '@langchain/openai':
       specifier: 1.1.3
       version: 1.1.3
@@ -525,19 +525,19 @@ importers:
     dependencies:
       '@langchain/classic':
         specifier: 1.0.5
-        version: 1.0.5(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(cheerio@1.0.0)(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 1.0.5(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(cheerio@1.0.0)(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       '@langchain/community':
         specifier: 'catalog:'
-        version: 1.1.14(e60a401520a07fb54545cfc8df995587)
+        version: 1.1.14(9e28a8f40fe3f4838e89bf81af8645f9)
       '@langchain/core':
         specifier: 'catalog:'
-        version: 1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))
+        version: 1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))
       '@langchain/openai':
         specifier: 'catalog:'
-        version: 1.1.3(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 1.1.3(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       '@langchain/textsplitters':
         specifier: 1.0.1
-        version: 1.0.1(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))
+        version: 1.0.1(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))
       '@n8n/config':
         specifier: workspace:*
         version: link:../config
@@ -552,7 +552,7 @@ importers:
         version: 1.0.12
       langchain:
         specifier: 'catalog:'
-        version: 1.2.30(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.23.3(zod@3.25.67))
+        version: 1.2.30(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.23.3(zod@3.25.67))
       proxy-from-env:
         specifier: ^1.1.0
         version: 1.1.0
@@ -592,16 +592,16 @@ importers:
     dependencies:
       '@langchain/anthropic':
         specifier: 'catalog:'
-        version: 1.1.3(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(zod@3.25.67)
+        version: 1.1.3(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(zod@3.25.67)
       '@langchain/core':
         specifier: 'catalog:'
-        version: 1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))
+        version: 1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))
       '@langchain/langgraph':
         specifier: 1.0.2
-        version: 1.0.2(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(zod-to-json-schema@3.25.1(zod@3.25.67))(zod@3.25.67)
+        version: 1.0.2(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(zod-to-json-schema@3.25.1(zod@3.25.67))(zod@3.25.67)
       '@langchain/openai':
         specifier: 'catalog:'
-        version: 1.1.3(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 1.1.3(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       '@mozilla/readability':
         specifier: 0.6.0
         version: 0.6.0
@@ -634,7 +634,7 @@ importers:
         version: 23.0.1(bufferutil@4.0.9)(utf-8-validate@5.0.10)
       langchain:
         specifier: 'catalog:'
-        version: 1.2.30(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.25.1(zod@3.25.67))
+        version: 1.2.30(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.25.1(zod@3.25.67))
       langsmith:
         specifier: '>=0.4.6'
         version: 0.4.12(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))
@@ -1467,7 +1467,7 @@ importers:
         version: 12.1.0
       '@getzep/zep-cloud':
         specifier: 1.0.6
-        version: 1.0.6(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(encoding@0.1.13)(langchain@1.2.30(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.23.3(zod@3.25.67)))
+        version: 1.0.6(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(encoding@0.1.13)(langchain@1.2.30(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.23.3(zod@3.25.67)))
       '@getzep/zep-js':
         specifier: 0.9.0
         version: 0.9.0
@@ -1485,58 +1485,58 @@ importers:
         version: 4.0.5
       '@langchain/anthropic':
         specifier: 'catalog:'
-        version: 1.1.3(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(zod@3.25.67)
+        version: 1.1.3(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(zod@3.25.67)
       '@langchain/aws':
         specifier: 1.0.3
-        version: 1.0.3(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))
+        version: 1.0.3(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))
       '@langchain/classic':
         specifier: 1.0.5
-        version: 1.0.5(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(cheerio@1.0.0)(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 1.0.5(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(cheerio@1.0.0)(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       '@langchain/cohere':
         specifier: 1.0.1
-        version: 1.0.1(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(encoding@0.1.13)
+        version: 1.0.1(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(encoding@0.1.13)
       '@langchain/community':
         specifier: 'catalog:'
-        version: 1.1.14(4b86170a5fcf006e823cdde574265713)
+        version: 1.1.14(5b4c7540671bd136b857a0ea957b325c)
       '@langchain/core':
         specifier: 'catalog:'
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       '@langchain/textsplitters':
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       '@langchain/weaviate':
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+        version: 1.0.1(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(encoding@0.1.13)
       '@microsoft/agents-a365-notifications':
         specifier: 0.1.0-preview.113
         version: 0.1.0-preview.113
@@ -1551,7 +1551,7 @@ importers:
         version: 0.1.0-preview.113(zod@3.25.67)
       '@microsoft/agents-a365-tooling-extensions-langchain':
         specifier: 0.1.0-preview.113
-        version: 0.1.0-preview.113(@langchain/langgraph@1.2.2(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.23.3(zod@3.25.67))(zod@3.25.67))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.23.3(zod@3.25.67))(zod@3.25.67)
+        version: 0.1.0-preview.113(@langchain/langgraph@1.2.2(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.23.3(zod@3.25.67))(zod@3.25.67))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.23.3(zod@3.25.67))(zod@3.25.67)
       '@microsoft/agents-activity':
         specifier: 1.2.3
         version: 1.2.3
@@ -1641,7 +1641,7 @@ importers:
         version: 23.0.1(bufferutil@4.0.9)(utf-8-validate@5.0.10)
       langchain:
         specifier: 'catalog:'
-        version: 1.2.30(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.23.3(zod@3.25.67))
+        version: 1.2.30(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.23.3(zod@3.25.67))
       lodash:
         specifier: 'catalog:'
         version: 4.17.23
@@ -2363,7 +2363,7 @@ importers:
         version: 3.808.0
       '@langchain/core':
         specifier: 'catalog:'
-        version: 1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))
+        version: 1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))
       '@n8n/backend-common':
         specifier: workspace:*
         version: link:../@n8n/backend-common
@@ -4014,7 +4014,7 @@ importers:
     devDependencies:
       '@langchain/core':
         specifier: 'catalog:'
-        version: 1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))
+        version: 1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))
       '@n8n/config':
         specifier: workspace:*
         version: link:../@n8n/config
@@ -6652,8 +6652,8 @@ packages:
       youtubei.js:
         optional: true
 
-  '@langchain/core@1.1.31':
-    resolution: {integrity: sha512-FxsgIUONjKaRpjx59sISgmb0OMCbAetPGyhzjGa2kX0y1f8LZ5xm9VB2db7W9HYWyLvzRWcMA51Uu4OSTJmtZQ==}
+  '@langchain/core@1.1.34':
+    resolution: {integrity: sha512-IDlZES5Vexo5meLQRCGkAU7NM0tPGPfPP5wcUzBd7Ot+JoFBmSXutC4gGzvZod5AKRVn3I0Qy5k8vkTraY21jA==}
     engines: {node: '>=20'}
 
   '@langchain/google-common@2.1.24':
@@ -22774,7 +22774,7 @@ snapshots:
   '@gar/promisify@1.1.3':
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@@ -23458,35 +23458,35 @@ snapshots:
 
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@@ -23825,11 +23825,11 @@ snapshots:
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       '@standard-schema/spec': 1.1.0
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@@ -23842,11 +23842,11 @@ snapshots:
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@@ -33616,11 +33616,11 @@ snapshots:
 
   kuler@2.0.0: {}
 
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+  langchain@1.2.30(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.23.3(zod@3.25.67)):
     dependencies:
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-      '@langchain/langgraph': 1.2.2(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.23.3(zod@3.25.67))(zod@3.25.67)
-      '@langchain/langgraph-checkpoint': 1.0.0(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))
+      '@langchain/core': 1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))
+      '@langchain/langgraph': 1.2.2(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.23.3(zod@3.25.67))(zod@3.25.67)
+      '@langchain/langgraph-checkpoint': 1.0.0(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))
       langsmith: 0.4.12(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))
       uuid: 11.1.0
       zod: 3.25.67
@@ -33636,11 +33636,11 @@ snapshots:
       - vue
       - zod-to-json-schema
 
-  langchain@1.2.30(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.25.1(zod@3.25.67)):
+  langchain@1.2.30(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.25.1(zod@3.25.67)):
     dependencies:
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-      '@langchain/langgraph': 1.2.2(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.25.1(zod@3.25.67))(zod@3.25.67)
-      '@langchain/langgraph-checkpoint': 1.0.0(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))
+      '@langchain/core': 1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))
+      '@langchain/langgraph': 1.2.2(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.25.1(zod@3.25.67))(zod@3.25.67)
+      '@langchain/langgraph-checkpoint': 1.0.0(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))
       langsmith: 0.4.12(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))
       uuid: 11.1.0
       zod: 3.25.67
@@ -33656,11 +33656,11 @@ snapshots:
       - vue
       - zod-to-json-schema
 
-  langchain@1.2.30(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.23.3(zod@3.25.67)):
+  langchain@1.2.30(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.23.3(zod@3.25.67)):
     dependencies:
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-      '@langchain/langgraph': 1.2.2(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.23.3(zod@3.25.67))(zod@3.25.67)
-      '@langchain/langgraph-checkpoint': 1.0.0(@langchain/core@1.1.31(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))
+      '@langchain/core': 1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))
+      '@langchain/langgraph': 1.2.2(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@5.9.2))(zod-to-json-schema@3.23.3(zod@3.25.67))(zod@3.25.67)
+      '@langchain/langgraph-checkpoint': 1.0.0(@langchain/core@1.1.34(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)))
       langsmith: 0.4.12(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.204.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.0(@opentelemetry/api@1.9.0))(openai@6.9.1(ws@8.18.3(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))
       uuid: 11.1.0
       zod: 3.25.67
diff --git a/pnpm-workspace.yaml b/pnpm-workspace.yaml
index 5807411fb1d..55286315f37 100644
--- a/pnpm-workspace.yaml
+++ b/pnpm-workspace.yaml
@@ -27,7 +27,7 @@ catalog:
   '@azure/identity': 4.13.0
   '@langchain/anthropic': 1.1.3
   '@langchain/community': 1.1.14
-  '@langchain/core': 1.1.31
+  '@langchain/core': 1.1.34
   '@langchain/openai': 1.1.3
   '@n8n/typeorm': 0.3.20-16
   '@n8n_io/ai-assistant-sdk': 1.20.0