diff --git a/poetry.lock b/poetry.lock
index 1c697d4..7f9fd75 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -1016,31 +1016,26 @@ files = [
 
 [[package]]
 name = "langchain"
-version = "0.3.27"
+version = "1.3.2"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = "<4.0,>=3.9"
+python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
-    {file = "langchain-0.3.27-py3-none-any.whl", hash = "sha256:7b20c4f338826acb148d885b20a73a16e410ede9ee4f19bb02011852d5f98798"},
-    {file = "langchain-0.3.27.tar.gz", hash = "sha256:aa6f1e6274ff055d0fd36254176770f356ed0a8994297d1df47df341953cec62"},
+    {file = "langchain-1.3.2-py3-none-any.whl", hash = "sha256:900f6b3f4ee08b9ba3cdbe667dbf42525bd6f66a4a07a7f1db26262673e41ed6"},
+    {file = "langchain-1.3.2.tar.gz", hash = "sha256:ffd5f204a46b5fa1a38bf89ba3b45ca0902c02d18fa7d2a2eaeaeb1f5bf19d0a"},
 ]
 
 [package.dependencies]
-async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
-langchain-core = ">=0.3.72,<1.0.0"
-langchain-text-splitters = ">=0.3.9,<1.0.0"
-langsmith = ">=0.1.17"
+langchain-core = ">=1.4.0,<2.0.0"
+langgraph = ">=1.2.2,<1.3.0"
 pydantic = ">=2.7.4,<3.0.0"
-PyYAML = ">=5.3"
-requests = ">=2,<3"
-SQLAlchemy = ">=1.4,<3"
 
 [package.extras]
 anthropic = ["langchain-anthropic"]
 aws = ["langchain-aws"]
 azure-ai = ["langchain-azure-ai"]
-cohere = ["langchain-cohere"]
+baseten = ["langchain-baseten (>=0.2.0)"]
 community = ["langchain-community"]
 deepseek = ["langchain-deepseek"]
 fireworks = ["langchain-fireworks"]
@@ -1086,39 +1081,109 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.79"
+version = "1.4.0"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = "<4.0.0,>=3.9.0"
+python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
-    {file = "langchain_core-0.3.79-py3-none-any.whl", hash = "sha256:92045bfda3e741f8018e1356f83be203ec601561c6a7becfefe85be5ddc58fdb"},
-    {file = "langchain_core-0.3.79.tar.gz", hash = "sha256:024ba54a346dd9b13fb8b2342e0c83d0111e7f26fa01f545ada23ad772b55a60"},
+    {file = "langchain_core-1.4.0-py3-none-any.whl", hash = "sha256:23cbbdb46e38ddd1dd5247e6167e96013eae74bea4c5949c550809970a9e565c"},
+    {file = "langchain_core-1.4.0.tar.gz", hash = "sha256:1dc341eed802ed9c117c0df3923c991e5e9e226571e5725c194eeb5bd93d1a7f"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33.0,<2.0.0"
+langchain-protocol = ">=0.0.14"
 langsmith = ">=0.3.45,<1.0.0"
-packaging = ">=23.2.0,<26.0.0"
+packaging = ">=23.2.0"
 pydantic = ">=2.7.4,<3.0.0"
-PyYAML = ">=5.3.0,<7.0.0"
+pyyaml = ">=5.3.0,<7.0.0"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 typing-extensions = ">=4.7.0,<5.0.0"
+uuid-utils = ">=0.12.0,<1.0"
 
 [[package]]
-name = "langchain-text-splitters"
-version = "0.3.11"
-description = "LangChain text splitting utilities"
+name = "langchain-protocol"
+version = "0.0.16"
+description = "Python bindings for the LangChain agent streaming protocol"
 optional = false
-python-versions = ">=3.9"
+python-versions = "<4.0.0,>=3.10.0"
+groups = ["main"]
+files = [
+    {file = "langchain_protocol-0.0.16-py3-none-any.whl", hash = "sha256:3658c142c5d0fb3a023a4be442ce4c15c6d626aab6135eb79a76dc64ad19c3c3"},
+    {file = "langchain_protocol-0.0.16.tar.gz", hash = "sha256:806c7cdd951b1c4f692fa40fce60821ff0f221d4360e27673ddf2c2b99c2b7ff"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.13.0,<5.0.0"
+
+[[package]]
+name = "langgraph"
+version = "1.2.2"
+description = "Building stateful, multi-actor applications with LLMs"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "langgraph-1.2.2-py3-none-any.whl", hash = "sha256:0a851bf4ba5939c5474a2fd57e6b439b5315283e254e42943bd392c2d71a5e03"},
+    {file = "langgraph-1.2.2.tar.gz", hash = "sha256:f54a98458976b3ff0774683867df125fb52d8dbedeb2441d0b0656a51331cee5"},
+]
+
+[package.dependencies]
+langchain-core = ">=1.4.0,<2"
+langgraph-checkpoint = ">=4.1.0,<5.0.0"
+langgraph-prebuilt = ">=1.1.0,<1.2.0"
+langgraph-sdk = ">=0.3.0,<0.4.0"
+pydantic = ">=2.7.4"
+xxhash = ">=3.5.0"
+
+[[package]]
+name = "langgraph-checkpoint"
+version = "4.1.1"
+description = "Library with base interfaces for LangGraph checkpoint savers."
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "langgraph_checkpoint-4.1.1-py3-none-any.whl", hash = "sha256:25d29144b082827218e7bc3f1e9b0566a4bb007895cd6cc26f66a8428739f56e"},
+    {file = "langgraph_checkpoint-4.1.1.tar.gz", hash = "sha256:6c2bdb530c91f91d7d9c1bd100925d0fc4f498d418c17f3587d1526279482a25"},
+]
+
+[package.dependencies]
+langchain-core = ">=0.2.38"
+ormsgpack = ">=1.12.0"
+
+[[package]]
+name = "langgraph-prebuilt"
+version = "1.1.0"
+description = "Library with high-level APIs for creating and executing LangGraph agents and tools."
+optional = false
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "langchain_text_splitters-0.3.11-py3-none-any.whl", hash = "sha256:cf079131166a487f1372c8ab5d0bfaa6c0a4291733d9c43a34a16ac9bcd6a393"},
-    {file = "langchain_text_splitters-0.3.11.tar.gz", hash = "sha256:7a50a04ada9a133bbabb80731df7f6ddac51bc9f1b9cab7fa09304d71d38a6cc"},
+    {file = "langgraph_prebuilt-1.1.0-py3-none-any.whl", hash = "sha256:51e311747d755b751d5c6b39b0c1446124d3a7643d2515017e6714b323508fc9"},
+    {file = "langgraph_prebuilt-1.1.0.tar.gz", hash = "sha256:3c579cf6eed2d17f9c157c2d0fcaddcd8688524e7022d3b22b37a3bf4589d528"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.75,<2.0.0"
+langchain-core = ">=1.3.1"
+langgraph-checkpoint = ">=2.1.0,<5.0.0"
+
+[[package]]
+name = "langgraph-sdk"
+version = "0.3.6"
+description = "SDK for interacting with LangGraph API"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "langgraph_sdk-0.3.6-py3-none-any.whl", hash = "sha256:7df2fd552ad7262d0baf8e1f849dce1d62186e76dcdd36db9dc5bdfa5c3fc20f"},
+    {file = "langgraph_sdk-0.3.6.tar.gz", hash = "sha256:7650f607f89c1586db5bee391b1a8754cbe1fc83b721ff2f1450f8906e790bd7"},
+]
+
+[package.dependencies]
+httpx = ">=0.25.2"
+orjson = ">=3.10.1"
 
 [[package]]
 name = "langsmith"
@@ -1676,7 +1741,6 @@ description = "Fast, correct Python JSON library supporting dataclasses, datetim
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "platform_python_implementation != \"PyPy\""
 files = [
     {file = "orjson-3.11.4-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:e3aa2118a3ece0d25489cbe48498de8a5d580e42e8d9979f65bf47900a15aba1"},
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@@ -1767,6 +1831,65 @@ files = [
     {file = "orjson-3.11.4.tar.gz", hash = "sha256:39485f4ab4c9b30a3943cfe99e1a213c4776fb69e8abd68f66b83d5a0b0fdc6d"},
 ]
 
+[[package]]
+name = "ormsgpack"
+version = "1.12.2"
+description = "Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
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+    {file = "ormsgpack-1.12.2.tar.gz", hash = "sha256:944a2233640273bee67521795a73cf1e959538e0dfb7ac635505010455e53b33"},
+]
+
 [[package]]
 name = "packaging"
 version = "25.0"
@@ -2576,6 +2699,122 @@ socks = ["python-socks (>=2.0,<=2.6.1)"]
 ws = ["wsproto (>=1.2,<2)"]
 zstd = ["zstandard (>=0.18.0) ; python_version < \"3.14\""]
 
+[[package]]
+name = "uuid-utils"
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+description = "Fast, drop-in replacement for Python's uuid module, powered by Rust."
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+
 [[package]]
 name = "yarl"
 version = "1.22.0"
@@ -3152,9 +3588,9 @@ files = [
 ]
 
 [package.extras]
-cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""]
+cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b0) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""]
 
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.10"
-content-hash = "3a2626998fedaca8fe6b730266c6856e7cf2eda0ad31b8a0307e672a141c08b6"
+content-hash = "a2cee6075d5120abc635f4ffd7e39c717574d1bb2d41c460a2f2d283bebd9019"
diff --git a/pyproject.toml b/pyproject.toml
index d7e94d2..ccf7654 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,7 +13,7 @@ python = "^3.10"
 pydantic = "2.*"
 fastapi = ">=0.135.3,<0.137.0"
 nc-py-api = {extras = ["app"], version = "^0.24.2"}
-langchain = "^0.3.27"
+langchain = ">=0.3.27,<1.4.0"
 niquests = "^3.18.5"
 langchain-community = "^0.3.24"
 llama-cpp-python = "^0.3.20"