update dependencies

poetry.lock

@@ -1525,6 +1525,22 @@ PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 typing-extensions = ">=4.7"
 
+[[package]]
+name = "langchain-experimental"
+version = "0.3.4"
+description = "Building applications with LLMs through composability"
+optional = false
+python-versions = "<4.0,>=3.9"
+groups = ["main"]
+files = [
+    {file = "langchain_experimental-0.3.4-py3-none-any.whl", hash = "sha256:2e587306aea36b60fa5e5fc05dc7281bee9f60a806f0bf9d30916e0ee096af80"},
+    {file = "langchain_experimental-0.3.4.tar.gz", hash = "sha256:937c4259ee4a639c618d19acf0e2c5c2898ef127050346edc5655259aa281a21"},
+]
+
+[package.dependencies]
+langchain-community = ">=0.3.0,<0.4.0"
+langchain-core = ">=0.3.28,<0.4.0"
+
 [[package]]
 name = "langchain-text-splitters"
 version = "0.3.8"
@@ -1540,6 +1556,74 @@ files = [
 [package.dependencies]
 langchain-core = ">=0.3.51,<1.0.0"
 
+[[package]]
+name = "langgraph"
+version = "0.4.8"
+description = "Building stateful, multi-actor applications with LLMs"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "langgraph-0.4.8-py3-none-any.whl", hash = "sha256:273b02782669a474ba55ef4296607ac3bac9e93639d37edc0d32d8cf1a41a45b"},
+    {file = "langgraph-0.4.8.tar.gz", hash = "sha256:48445ac8a351b7bdc6dee94e2e6a597f8582e0516ebd9dea0fd0164ae01b915e"},
+]
+
+[package.dependencies]
+langchain-core = ">=0.1"
+langgraph-checkpoint = ">=2.0.26"
+langgraph-prebuilt = ">=0.2.0"
+langgraph-sdk = ">=0.1.42"
+pydantic = ">=2.7.4"
+xxhash = ">=3.5.0"
+
+[[package]]
+name = "langgraph-checkpoint"
+version = "2.0.26"
+description = "Library with base interfaces for LangGraph checkpoint savers."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "langgraph_checkpoint-2.0.26-py3-none-any.whl", hash = "sha256:ad4907858ed320a208e14ac037e4b9244ec1cb5aa54570518166ae8b25752cec"},
+    {file = "langgraph_checkpoint-2.0.26.tar.gz", hash = "sha256:2b800195532d5efb079db9754f037281225ae175f7a395523f4bf41223cbc9d6"},
+]
+
+[package.dependencies]
+langchain-core = {version = ">=0.2.38", markers = "python_version < \"4.0\""}
+ormsgpack = ">=1.8.0,<2.0.0"
+
+[[package]]
+name = "langgraph-prebuilt"
+version = "0.2.2"
+description = "Library with high-level APIs for creating and executing LangGraph agents and tools."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "langgraph_prebuilt-0.2.2-py3-none-any.whl", hash = "sha256:72de5ef1d969a8f02ad7adc7cc1915bb9b4467912d57ba60da34b5a70fdad1f6"},
+    {file = "langgraph_prebuilt-0.2.2.tar.gz", hash = "sha256:0a5d1f651f97c848cd1c3dd0ef017614f47ee74effb7375b59ac639e41b253f9"},
+]
+
+[package.dependencies]
+langchain-core = ">=0.3.22"
+langgraph-checkpoint = ">=2.0.10"
+
+[[package]]
+name = "langgraph-sdk"
+version = "0.1.70"
+description = "SDK for interacting with LangGraph API"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "langgraph_sdk-0.1.70-py3-none-any.whl", hash = "sha256:47f2b04a964f40a610c1636b387ea52f961ce7a233afc21d3103e5faac8ca1e5"},
+    {file = "langgraph_sdk-0.1.70.tar.gz", hash = "sha256:cc65ec33bcdf8c7008d43da2d2b0bc1dd09f98d21a7f636828d9379535069cf9"},
+]
+
+[package.dependencies]
+httpx = ">=0.25.2"
+orjson = ">=3.10.1"
+
 [[package]]
 name = "langsmith"
 version = "0.3.45"
@@ -2162,6 +2246,57 @@ files = [
     {file = "orjson-3.10.18.tar.gz", hash = "sha256:e8da3947d92123eda795b68228cafe2724815621fe35e8e320a9e9593a4bcd53"},
 ]
 
+[[package]]
+name = "ormsgpack"
+version = "1.10.0"
+description = "Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+]
+
 [[package]]
 name = "packaging"
 version = "24.2"
@@ -3185,6 +3320,23 @@ files = [
 dev = ["Django (>=1.11)", "check-manifest", "colorama (<=0.4.1)", "coverage", "flake8", "nose2", "readme-renderer (<25.0)", "tox", "wheel", "zest.releaser[recommended]"]
 doc = ["Sphinx", "sphinx-rtd-theme"]
 
+[[package]]
+name = "semanticscholar"
+version = "0.10.0"
+description = "Unofficial Python client library for Semantic Scholar APIs."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
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+    {file = "semanticscholar-0.10.0.tar.gz", hash = "sha256:82f907265aebcb1d9432b1cdd880d706230444515a4b94017358b938d007dbec"},
+]
+
+[package.dependencies]
+httpx = "*"
+nest_asyncio = "*"
+tenacity = "*"
+
 [[package]]
 name = "sgmllib3k"
 version = "1.0.0"
@@ -3752,6 +3904,151 @@ files = [
 beautifulsoup4 = "*"
 requests = ">=2.0.0,<3.0.0"
 
+[[package]]
+name = "xmltodict"
+version = "0.14.2"
+description = "Makes working with XML feel like you are working with JSON"
+optional = false
+python-versions = ">=3.6"
+groups = ["main"]
+files = [
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+]
+
+[[package]]
+name = "xxhash"
+version = "3.5.0"
+description = "Python binding for xxHash"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
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+
 [[package]]
 name = "yarl"
 version = "1.20.0"
@@ -3987,4 +4284,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "4b690b464cd13f23f2e1966573bd140f3c5c1abcd572424c2be892f1a1917cf9"
+content-hash = "552d2703bc53986dbd6be700f900ba82708e96175c904b7b3d7758f27b8eb26f"

pyproject.toml

@@ -22,6 +22,10 @@ tqdm = "^4.67.1"
 iprogress = "^0.4"
 huggingface-hub = "^0.32.4"
 ipywidgets = "^8.1.7"
+xmltodict = "^0.14.2"
+semanticscholar = "^0.10.0"
+langchain-experimental = "^0.3.4"
+langgraph = "^0.4.8"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.11.12"