diff --git a/poetry.lock b/poetry.lock
index 897057e..822735a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1003,31 +1003,25 @@ files = [
 
 [[package]]
 name = "langchain"
-version = "0.3.27"
+version = "1.1.2"
 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-1.1.2-py3-none-any.whl", hash = "sha256:b8154e1ff090093ab5b3d6eee0e51ac91d83b5f42af0258700594a47a3a6b089"},
+    {file = "langchain-1.1.2.tar.gz", hash = "sha256:5d59557cf9939ff6db60c09bbfca80742865c511ddc33b24fc27920b2bb6157b"},
 ]
 
 [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 = ">=1.1.0,<2.0.0"
+langgraph = ">=1.0.2,<1.1.0"
 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"]
 community = ["langchain-community"]
 deepseek = ["langchain-deepseek"]
 fireworks = ["langchain-fireworks"]
@@ -1073,14 +1067,14 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.79"
+version = "1.1.1"
 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-1.1.1-py3-none-any.whl", hash = "sha256:98c8cfe7a29448f9d987313be1afac2686e3d12f2f38be024ee9f729ff7cb87c"},
+    {file = "langchain_core-1.1.1.tar.gz", hash = "sha256:029877a34ac5dedefe9c5c36e3c1206e56fc4cac6025df933277451b6df177ad"},
 ]
 
 [package.dependencies]
@@ -1088,24 +1082,78 @@ jsonpatch = ">=1.33.0,<2.0.0"
 langsmith = ">=0.3.45,<1.0.0"
 packaging = ">=23.2.0,<26.0.0"
 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 = "langgraph"
+version = "1.0.4"
+description = "Building stateful, multi-actor applications with LLMs"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "langgraph-1.0.4-py3-none-any.whl", hash = "sha256:b1a835ceb0a8d69b9db48075e1939e28b1ad70ee23fa3fa8f90149904778bacf"},
+    {file = "langgraph-1.0.4.tar.gz", hash = "sha256:86d08e25d7244340f59c5200fa69fdd11066aa999b3164b531e2a20036fac156"},
+]
+
+[package.dependencies]
+langchain-core = ">=0.1"
+langgraph-checkpoint = ">=2.1.0,<4.0.0"
+langgraph-prebuilt = ">=1.0.2,<1.1.0"
+langgraph-sdk = ">=0.2.2,<0.3.0"
+pydantic = ">=2.7.4"
+xxhash = ">=3.5.0"
+
+[[package]]
+name = "langgraph-checkpoint"
+version = "3.0.1"
+description = "Library with base interfaces for LangGraph checkpoint savers."
+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_checkpoint-3.0.1-py3-none-any.whl", hash = "sha256:9b04a8d0edc0474ce4eaf30c5d731cee38f11ddff50a6177eead95b5c4e4220b"},
+    {file = "langgraph_checkpoint-3.0.1.tar.gz", hash = "sha256:59222f875f85186a22c494aedc65c4e985a3df27e696e5016ba0b98a5ed2cee0"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.75,<2.0.0"
+langchain-core = ">=0.2.38"
+ormsgpack = ">=1.12.0"
+
+[[package]]
+name = "langgraph-prebuilt"
+version = "1.0.5"
+description = "Library with high-level APIs for creating and executing LangGraph agents and tools."
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "langgraph_prebuilt-1.0.5-py3-none-any.whl", hash = "sha256:22369563e1848862ace53fbc11b027c28dd04a9ac39314633bb95f2a7e258496"},
+    {file = "langgraph_prebuilt-1.0.5.tar.gz", hash = "sha256:85802675ad778cc7240fd02d47db1e0b59c0c86d8369447d77ce47623845db2d"},
+]
+
+[package.dependencies]
+langchain-core = ">=1.0.0"
+langgraph-checkpoint = ">=2.1.0,<4.0.0"
+
+[[package]]
+name = "langgraph-sdk"
+version = "0.2.14"
+description = "SDK for interacting with LangGraph API"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "langgraph_sdk-0.2.14-py3-none-any.whl", hash = "sha256:e01ab9867d3b22d3b4ddd46fc0bab67b7684b25ab784a276684f331ca07efabf"},
+    {file = "langgraph_sdk-0.2.14.tar.gz", hash = "sha256:fab3dd713a9c7a9cc46dc4b2eb5e555bd0c07b185cfaf813d61b5356ee40886e"},
+]
+
+[package.dependencies]
+httpx = ">=0.25.2"
+orjson = ">=3.10.1"
 
 [[package]]
 name = "langsmith"
@@ -1662,7 +1710,6 @@ description = "Fast, correct Python JSON library supporting dataclasses, datetim
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "platform_python_implementation != \"PyPy\""
 files = [
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@@ -1753,6 +1800,64 @@ files = [
     {file = "orjson-3.11.4.tar.gz", hash = "sha256:39485f4ab4c9b30a3943cfe99e1a213c4776fb69e8abd68f66b83d5a0b0fdc6d"},
 ]
 
+[[package]]
+name = "ormsgpack"
+version = "1.12.0"
+description = ""
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "ormsgpack-1.12.0-cp310-cp310-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:e08904c232358b94a682ccfbb680bc47d3fd5c424bb7dccb65974dd20c95e8e1"},
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+]
+
 [[package]]
 name = "packaging"
 version = "25.0"
@@ -2563,6 +2668,38 @@ 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"
+version = "0.12.0"
+description = "Drop-in replacement for Python UUID with bindings in Rust"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+
 [[package]]
 name = "yarl"
 version = "1.22.0"
@@ -3143,4 +3430,4 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.10"
-content-hash = "fb1eda27cf3908105e50690673d5a374288b92267b60e8952a76960d3d560693"
+content-hash = "61b5a30e2483a3da77734da6eea4d70a6c370e8444af6d5503aaf812ea8494d7"
diff --git a/pyproject.toml b/pyproject.toml
index 566ae33..3fc13d8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,7 +13,7 @@ python = "^3.10"
 pydantic = "2.*"
 fastapi = "^0.123.10"
 nc-py-api = {extras = ["app"], version = "^0.22.0"}
-langchain = "^0.3.27"
+langchain = "^1.1.2"
 niquests = "^3.15.2"
 langchain-community = "^0.3.24"
 llama-cpp-python = "^0.3.14"