diff --git a/backend/retrieval_graph/prompts.py b/backend/retrieval_graph/prompts.py
index 847a3545..455493f8 100644
--- a/backend/retrieval_graph/prompts.py
+++ b/backend/retrieval_graph/prompts.py
@@ -1,27 +1,36 @@
-from langchain import hub
+from langsmith import Client
 
 """Default prompts."""
 
+client = Client()
 # fetch from langsmith
 ROUTER_SYSTEM_PROMPT = (
-    hub.pull("langchain-ai/chat-langchain-router-prompt").messages[0].prompt.template
+    client.pull_prompt("langchain-ai/chat-langchain-router-prompt")
+    .messages[0]
+    .prompt.template
 )
 GENERATE_QUERIES_SYSTEM_PROMPT = (
-    hub.pull("langchain-ai/chat-langchain-generate-queries-prompt")
+    client.pull_prompt("langchain-ai/chat-langchain-generate-queries-prompt")
     .messages[0]
     .prompt.template
 )
 MORE_INFO_SYSTEM_PROMPT = (
-    hub.pull("langchain-ai/chat-langchain-more-info-prompt").messages[0].prompt.template
+    client.pull_prompt("langchain-ai/chat-langchain-more-info-prompt")
+    .messages[0]
+    .prompt.template
 )
 RESEARCH_PLAN_SYSTEM_PROMPT = (
-    hub.pull("langchain-ai/chat-langchain-research-plan-prompt")
+    client.pull_prompt("langchain-ai/chat-langchain-research-plan-prompt")
     .messages[0]
     .prompt.template
 )
 GENERAL_SYSTEM_PROMPT = (
-    hub.pull("langchain-ai/chat-langchain-general-prompt").messages[0].prompt.template
+    client.pull_prompt("langchain-ai/chat-langchain-general-prompt")
+    .messages[0]
+    .prompt.template
 )
 RESPONSE_SYSTEM_PROMPT = (
-    hub.pull("langchain-ai/chat-langchain-response-prompt").messages[0].prompt.template
+    client.pull_prompt("langchain-ai/chat-langchain-response-prompt")
+    .messages[0]
+    .prompt.template
 )
diff --git a/poetry.lock b/poetry.lock
index 737a703a..1cbc5727 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,114 +1,99 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.3"
+version = "2.4.4"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "aiohappyeyeballs-2.4.3-py3-none-any.whl", hash = "sha256:8a7a83727b2756f394ab2895ea0765a0a8c475e3c71e98d43d76f22b4b435572"},
-    {file = "aiohappyeyeballs-2.4.3.tar.gz", hash = "sha256:75cf88a15106a5002a8eb1dab212525c00d1f4c0fa96e551c9fbe6f09a621586"},
+    {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
+    {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.10.10"
+version = "3.11.11"
 description = "Async http client/server framework (asyncio)"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -117,31 +102,32 @@ aiosignal = ">=1.1.2"
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-yarl = ">=1.12.0,<2.0"
+propcache = ">=0.2.0"
+yarl = ">=1.17.0,<2.0"
 
 [package.extras]
 speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
 name = "aiolimiter"
-version = "1.1.0"
+version = "1.2.1"
 description = "asyncio rate limiter, a leaky bucket implementation"
 optional = false
-python-versions = ">=3.7,<4.0"
+python-versions = "<4.0,>=3.8"
 files = [
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 ]
 
 [[package]]
 name = "aiosignal"
-version = "1.3.1"
+version = "1.3.2"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
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+    {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
 ]
 
 [package.dependencies]
@@ -160,13 +146,13 @@ files = [
 
 [[package]]
 name = "anthropic"
-version = "0.38.0"
+version = "0.42.0"
 description = "The official Python library for the anthropic API"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "anthropic-0.42.0-py3-none-any.whl", hash = "sha256:46775f65b723c078a2ac9e9de44a46db5c6a4fabeacfd165e5ea78e6817f4eff"},
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 ]
 
 [package.dependencies]
@@ -176,8 +162,7 @@ httpx = ">=0.23.0,<1"
 jiter = ">=0.4.0,<1"
 pydantic = ">=1.9.0,<3"
 sniffio = "*"
-tokenizers = ">=0.13.0"
-typing-extensions = ">=4.7,<5"
+typing-extensions = ">=4.10,<5"
 
 [package.extras]
 bedrock = ["boto3 (>=1.28.57)", "botocore (>=1.31.57)"]
@@ -185,39 +170,40 @@ vertex = ["google-auth (>=2,<3)"]
 
 [[package]]
 name = "anyio"
-version = "4.6.2.post1"
+version = "4.7.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
 idna = ">=2.8"
 sniffio = ">=1.1"
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
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-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
 name = "attrs"
-version = "24.2.0"
+version = "24.3.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
@@ -270,13 +256,13 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2024.8.30"
+version = "2024.12.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [[package]]
@@ -474,19 +460,20 @@ files = [
 
 [[package]]
 name = "cohere"
-version = "5.11.3"
+version = "5.13.3"
 description = ""
 optional = false
-python-versions = "<4.0,>=3.8"
+python-versions = "<4.0,>=3.9"
 files = [
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 httpx = ">=0.21.2"
 httpx-sse = "0.4.0"
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 parameterized = ">=0.9.0,<0.10.0"
 pydantic = ">=1.9.2"
 pydantic-core = ">=2.18.2,<3.0.0"
@@ -511,51 +498,53 @@ files = [
 
 [[package]]
 name = "cryptography"
-version = "43.0.3"
+version = "44.0.0"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
-python-versions = ">=3.7"
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+    {file = "cryptography-44.0.0.tar.gz", hash = "sha256:cd4e834f340b4293430701e772ec543b0fbe6c2dea510a5286fe0acabe153a02"},
 ]
 
 [package.dependencies]
 cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=1.1.1)"]
-docstest = ["pyenchant (>=1.6.11)", "readme-renderer", "sphinxcontrib-spelling (>=4.0.1)"]
-nox = ["nox"]
-pep8test = ["check-sdist", "click", "mypy", "ruff"]
-sdist = ["build"]
+docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0)"]
+docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"]
+nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2)"]
+pep8test = ["check-sdist", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
+sdist = ["build (>=1.0.0)"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi", "cryptography-vectors (==43.0.3)", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
+test = ["certifi (>=2024)", "cryptography-vectors (==44.0.0)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
 test-randomorder = ["pytest-randomly"]
 
 [[package]]
@@ -657,26 +646,37 @@ docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.
 testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.2)", "pytest (>=8.3.3)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.4)"]
 typing = ["typing-extensions (>=4.12.2)"]
 
+[[package]]
+name = "filetype"
+version = "1.2.0"
+description = "Infer file type and MIME type of any file/buffer. No external dependencies."
+optional = false
+python-versions = "*"
+files = [
+    {file = "filetype-1.2.0-py2.py3-none-any.whl", hash = "sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25"},
+    {file = "filetype-1.2.0.tar.gz", hash = "sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb"},
+]
+
 [[package]]
 name = "fireworks-ai"
-version = "0.15.7"
+version = "0.15.10"
 description = "Python client library for the Fireworks.ai Generative AI Platform"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "fireworks_ai-0.15.7-py3-none-any.whl", hash = "sha256:44d6985e245b70e3417c5800a3ef1a1710e2827469f42dab356a82d17d44a45e"},
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+    {file = "fireworks_ai-0.15.10-py3-none-any.whl", hash = "sha256:5754ab9c730d568e76407cc2274284bce115ae2d377c4d8c5f2f758e7eba1d37"},
+    {file = "fireworks_ai-0.15.10.tar.gz", hash = "sha256:2b4e7c691d40370c31e99e4ab0d493090d7b5bcb11ff4cda56a2db9059485bc2"},
 ]
 
 [package.dependencies]
 httpx = "*"
-httpx-sse = "*"
+httpx_sse = "*"
 httpx-ws = "*"
 Pillow = "*"
 pydantic = "*"
 
 [package.extras]
-flumina = ["gitignore-parser", "openapi-spec-validator", "prance", "tabulate", "torch", "tqdm"]
+flumina = ["fastapi", "gitignore-parser", "openapi-spec-validator", "prance", "safetensors", "tabulate", "torch", "tqdm"]
 
 [[package]]
 name = "frozenlist"
@@ -781,13 +781,13 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2024.10.0"
+version = "2024.12.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "fsspec-2024.12.0-py3-none-any.whl", hash = "sha256:b520aed47ad9804237ff878b504267a3b0b441e97508bd6d2d8774e3db85cee2"},
+    {file = "fsspec-2024.12.0.tar.gz", hash = "sha256:670700c977ed2fb51e0d9f9253177ed20cbde4a3e5c0283cc5385b5870c8533f"},
 ]
 
 [package.extras]
@@ -837,13 +837,13 @@ protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4
 
 [[package]]
 name = "google-api-core"
-version = "2.22.0"
+version = "2.24.0"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "google_api_core-2.24.0-py3-none-any.whl", hash = "sha256:10d82ac0fca69c82a25b3efdeefccf6f28e02ebb97925a8cce8edbfe379929d9"},
+    {file = "google_api_core-2.24.0.tar.gz", hash = "sha256:e255640547a597a4da010876d333208ddac417d60add22b6851a0c66a831fcaf"},
 ]
 
 [package.dependencies]
@@ -866,13 +866,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-api-python-client"
-version = "2.151.0"
+version = "2.156.0"
 description = "Google API Client Library for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "google_api_python_client-2.156.0-py2.py3-none-any.whl", hash = "sha256:6352185c505e1f311f11b0b96c1b636dcb0fec82cd04b80ac5a671ac4dcab339"},
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 ]
 
 [package.dependencies]
@@ -884,13 +884,13 @@ uritemplate = ">=3.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.35.0"
+version = "2.37.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -901,6 +901,7 @@ rsa = ">=3.1.4,<5"
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
 enterprise-cert = ["cryptography", "pyopenssl"]
+pyjwt = ["cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
 pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
@@ -945,13 +946,13 @@ dev = ["Pillow", "absl-py", "black", "ipython", "nose2", "pandas", "pytype", "py
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.65.0"
+version = "1.66.0"
 description = "Common protobufs used in Google APIs"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1048,13 +1049,13 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "groq"
-version = "0.11.0"
+version = "0.13.1"
 description = "The official Python library for the groq API"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1063,172 +1064,172 @@ distro = ">=1.7.0,<2"
 httpx = ">=0.23.0,<1"
 pydantic = ">=1.9.0,<3"
 sniffio = "*"
-typing-extensions = ">=4.7,<5"
+typing-extensions = ">=4.10,<5"
 
 [[package]]
 name = "grpcio"
-version = "1.67.1"
+version = "1.68.1"
 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.8"
 files = [
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+
+[package.dependencies]
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 protobuf = ">=5.26.1,<6.0dev"
 setuptools = "*"
 
@@ -1245,13 +1246,13 @@ files = [
 
 [[package]]
 name = "httpcore"
-version = "1.0.6"
+version = "1.0.7"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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@@ -1280,13 +1281,13 @@ pyparsing = {version = ">=2.4.2,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.0.2 || >3.0
 
 [[package]]
 name = "httpx"
-version = "0.27.0"
+version = "0.28.1"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -1294,13 +1295,13 @@ anyio = "*"
 certifi = "*"
 httpcore = "==1.*"
 idna = "*"
-sniffio = "*"
 
 [package.extras]
 brotli = ["brotli", "brotlicffi"]
 cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
+zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "httpx-sse"
@@ -1315,13 +1316,13 @@ files = [
 
 [[package]]
 name = "httpx-ws"
-version = "0.6.2"
+version = "0.7.0"
 description = "WebSockets support for HTTPX"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -1332,13 +1333,13 @@ wsproto = "*"
 
 [[package]]
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-version = "0.26.2"
+version = "0.27.0"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
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 python-versions = ">=3.8.0"
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 [[package]]
@@ -1498,23 +1502,23 @@ files = [
 
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-version = "0.3.6"
+version = "0.3.13"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.9"
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-langchain-text-splitters = ">=0.3.0,<0.4.0"
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-    {version = ">=1.26.0,<2.0.0", markers = "python_version >= \"3.12\""},
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 ]
 pydantic = ">=2.7.4,<3.0.0"
 PyYAML = ">=5.3"
@@ -1541,47 +1545,47 @@ pydantic = ">=2.7.4,<3.0.0"
 
 [[package]]
 name = "langchain-cohere"
-version = "0.3.1"
+version = "0.3.3"
 description = "An integration package connecting Cohere and LangChain"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_cohere-0.3.1-py3-none-any.whl", hash = "sha256:adf37542feb293562791b8dd1691580b0dcb2117fb987f2684f694912465f554"},
-    {file = "langchain_cohere-0.3.1.tar.gz", hash = "sha256:990bd4db68e229371c90eee98a1a78b4f4d33a32c22c8da6c2cd30b5044de9eb"},
+    {file = "langchain_cohere-0.3.3-py3-none-any.whl", hash = "sha256:c8dee47a31cedb227ccf3ba93dad5f09ebadf9043e0ce941ae0bffdc3a226b37"},
+    {file = "langchain_cohere-0.3.3.tar.gz", hash = "sha256:502f35eb5f983656b26114c7411628241fd06f14e24c85721ea57c9ee1c7c890"},
 ]
 
 [package.dependencies]
 cohere = ">=5.5.6,<6.0"
 langchain-core = ">=0.3.0,<0.4"
-langchain-experimental = ">=0.3.0"
+langchain-experimental = ">=0.3.0,<0.4.0"
 pandas = ">=1.4.3"
 pydantic = ">=2,<3"
 tabulate = ">=0.9.0,<0.10.0"
 
 [package.extras]
-langchain-community = ["langchain-community (>=0.3.0)"]
+langchain-community = ["langchain-community (>=0.3.0,<0.4.0)"]
 
 [[package]]
 name = "langchain-community"
-version = "0.3.4"
+version = "0.3.13"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_community-0.3.4-py3-none-any.whl", hash = "sha256:67a44d3db8ba14a8abae67c8f611e6dc20002446439e761f673c7dffa506fb85"},
-    {file = "langchain_community-0.3.4.tar.gz", hash = "sha256:80c7e6491788449b8a6e7a31444ff8ebb5c32242f67a65aa33d56ad35a7b5b5c"},
+    {file = "langchain_community-0.3.13-py3-none-any.whl", hash = "sha256:d6f623d59d44ea85b9cafac8ca6e9970c343bf892a9a3252b3f25e30df339be2"},
+    {file = "langchain_community-0.3.13.tar.gz", hash = "sha256:8abe05b4ab160018dbd368f7b4dc79ef6a66178a461b47c4ce401d430337e0c2"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
 httpx-sse = ">=0.4.0,<0.5.0"
-langchain = ">=0.3.6,<0.4.0"
-langchain-core = ">=0.3.14,<0.4.0"
-langsmith = ">=0.1.125,<0.2.0"
+langchain = ">=0.3.13,<0.4.0"
+langchain-core = ">=0.3.27,<0.4.0"
+langsmith = ">=0.1.125,<0.3"
 numpy = [
-    {version = ">=1,<2", markers = "python_version < \"3.12\""},
-    {version = ">=1.26.0,<2.0.0", markers = "python_version >= \"3.12\""},
+    {version = ">=1.22.4,<2", markers = "python_version < \"3.12\""},
+    {version = ">=1.26.2,<3", markers = "python_version >= \"3.12\""},
 ]
 pydantic-settings = ">=2.4.0,<3.0.0"
 PyYAML = ">=5.3"
@@ -1591,18 +1595,18 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.15"
+version = "0.3.28"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_core-0.3.15-py3-none-any.whl", hash = "sha256:3d4ca6dbb8ed396a6ee061063832a2451b0ce8c345570f7b086ffa7288e4fa29"},
-    {file = "langchain_core-0.3.15.tar.gz", hash = "sha256:b1a29787a4ffb7ec2103b4e97d435287201da7809b369740dd1e32f176325aba"},
+    {file = "langchain_core-0.3.28-py3-none-any.whl", hash = "sha256:a02f81ca53a8eed757133797e5a602ca80c1324bbecb0c5d86ef7bd3d6625372"},
+    {file = "langchain_core-0.3.28.tar.gz", hash = "sha256:407f7607e6b3c0ebfd6094da95d39b701e22e59966698ef126799782953e7f2c"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
-langsmith = ">=0.1.125,<0.2.0"
+langsmith = ">=0.1.125,<0.3"
 packaging = ">=23.2,<25"
 pydantic = [
     {version = ">=2.5.2,<3.0.0", markers = "python_full_version < \"3.12.4\""},
@@ -1614,100 +1618,98 @@ typing-extensions = ">=4.7"
 
 [[package]]
 name = "langchain-experimental"
-version = "0.3.2"
+version = "0.3.3"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_experimental-0.3.2-py3-none-any.whl", hash = "sha256:b6a26f2a05e056a27ad30535ed306a6b9d8cc2e3c0326d15030d11b6e7505dbb"},
-    {file = "langchain_experimental-0.3.2.tar.gz", hash = "sha256:d41cc28c46f58616d18a1230595929f80a58d1982c4053dc3afe7f1c03f22426"},
+    {file = "langchain_experimental-0.3.3-py3-none-any.whl", hash = "sha256:da01aafc162631475f306ca368ecae74d5becd93b8039bddb6315e755e274580"},
+    {file = "langchain_experimental-0.3.3.tar.gz", hash = "sha256:6bbcdcd084581432ef4b5d732294a59d75a858ede1714b50a5b79bcfe31fa306"},
 ]
 
 [package.dependencies]
 langchain-community = ">=0.3.0,<0.4.0"
-langchain-core = ">=0.3.6,<0.4.0"
+langchain-core = ">=0.3.15,<0.4.0"
 
 [[package]]
 name = "langchain-fireworks"
-version = "0.2.5"
+version = "0.2.6"
 description = "An integration package connecting Fireworks and LangChain"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_fireworks-0.2.5-py3-none-any.whl", hash = "sha256:a37e9fada74a428040e676e14a6438b97db4af807cb1404001cec4def492f129"},
-    {file = "langchain_fireworks-0.2.5.tar.gz", hash = "sha256:878d0dcd975f8d24ee1caf3d4cc6ccad0391352585ab81a8b33f8992bba6ced5"},
+    {file = "langchain_fireworks-0.2.6-py3-none-any.whl", hash = "sha256:e6a917ec2337ec7ae5b497ec78afe8a66bf6868b5f4ca13e0c898adb44630078"},
+    {file = "langchain_fireworks-0.2.6.tar.gz", hash = "sha256:b7a18fc2449aa7aeb44e4eee81d64c2d192e2fc4fc3075352400e59ba0c18495"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.9.1,<4.0.0"
 fireworks-ai = ">=0.13.0"
-langchain-core = ">=0.3.15,<0.4.0"
+langchain-core = ">=0.3.27,<0.4.0"
 openai = ">=1.10.0,<2.0.0"
 requests = ">=2,<3"
 
 [[package]]
 name = "langchain-google-genai"
-version = "2.0.4"
+version = "2.0.7"
 description = "An integration package connecting Google's genai package and LangChain"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_google_genai-2.0.4-py3-none-any.whl", hash = "sha256:bb2d9cb1d0e97cf772bf37a02063bd41ae9d6309eb49a7b2491bad34a88817bc"},
-    {file = "langchain_google_genai-2.0.4.tar.gz", hash = "sha256:2ac2e5c5a8ad5a7d22e6d1e169af1ecae4afc77ca53e7dadf72e11a543f874b5"},
+    {file = "langchain_google_genai-2.0.7-py3-none-any.whl", hash = "sha256:8925cc4992799e19d20690f82567db8a8590cc58e32bb44e895aad9b5d282472"},
+    {file = "langchain_google_genai-2.0.7.tar.gz", hash = "sha256:96176cf8c23e24945011bf4a978c07ac13e1d1723caba19136f146c64d1a21c4"},
 ]
 
 [package.dependencies]
+filetype = ">=1.2.0,<2.0.0"
 google-generativeai = ">=0.8.0,<0.9.0"
 langchain-core = ">=0.3.15,<0.4"
 pydantic = ">=2,<3"
 
-[package.extras]
-images = ["pillow (>=10.1.0,<11.0.0)"]
-
 [[package]]
 name = "langchain-groq"
-version = "0.2.1"
+version = "0.2.2"
 description = "An integration package connecting Groq and LangChain"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_groq-0.2.1-py3-none-any.whl", hash = "sha256:98d282fd9d7d99b0f55de0a1daea2d5d350ef697e3cb5e97de06aeba4eca8679"},
-    {file = "langchain_groq-0.2.1.tar.gz", hash = "sha256:a59c81d1a15dc97abf4fdb4c2589f98109313eda147e6b378829222d4d929792"},
+    {file = "langchain_groq-0.2.2-py3-none-any.whl", hash = "sha256:227c9db26861894d2e310cb20190f35f3713765558976e929a48714a32431eef"},
+    {file = "langchain_groq-0.2.2.tar.gz", hash = "sha256:eefc938255aff869789d90785279b5b990ef08e1bc81150133d9a788285111c6"},
 ]
 
 [package.dependencies]
 groq = ">=0.4.1,<1"
-langchain-core = ">=0.3.15,<0.4.0"
+langchain-core = ">=0.3.27,<0.4.0"
 
 [[package]]
 name = "langchain-openai"
-version = "0.2.5"
+version = "0.2.14"
 description = "An integration package connecting OpenAI and LangChain"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_openai-0.2.5-py3-none-any.whl", hash = "sha256:745fd9d51a5a3a9cb8839d41f3786ab38dfc539e47c713a806cbca32f3d0875c"},
-    {file = "langchain_openai-0.2.5.tar.gz", hash = "sha256:55b98711a880474ec363267bf6cd0e2727dc00e8433731318d063a2184582c28"},
+    {file = "langchain_openai-0.2.14-py3-none-any.whl", hash = "sha256:d232496662f79ece9a11caf7d798ba863e559c771bc366814f7688e0fe664fe8"},
+    {file = "langchain_openai-0.2.14.tar.gz", hash = "sha256:7a514f309e356b182a337c0ed36ab3fbe34d9834a235a3b85cb7f91ae775d978"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.15,<0.4.0"
-openai = ">=1.52.0,<2.0.0"
+langchain-core = ">=0.3.27,<0.4.0"
+openai = ">=1.58.1,<2.0.0"
 tiktoken = ">=0.7,<1"
 
 [[package]]
 name = "langchain-text-splitters"
-version = "0.3.1"
+version = "0.3.4"
 description = "LangChain text splitting utilities"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_text_splitters-0.3.1-py3-none-any.whl", hash = "sha256:842c9b342dc4b1a810f911a262f0daa772beb83d6e4f13a87ae7a3de015cb2a9"},
-    {file = "langchain_text_splitters-0.3.1.tar.gz", hash = "sha256:5d2a749d0e70c7c6a3e0a0a3996648fd06cb9fe8e316c3040ca6541811d8ecaf"},
+    {file = "langchain_text_splitters-0.3.4-py3-none-any.whl", hash = "sha256:432fdb39c161d4d0db16d61d38af068dc5dd4dd08082febd2fced81304b2725c"},
+    {file = "langchain_text_splitters-0.3.4.tar.gz", hash = "sha256:f3cedea469684483b4492d9f11dc2fa66388dab01c5d5c5307925515ab884c24"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.13,<0.4.0"
+langchain-core = ">=0.3.26,<0.4.0"
 
 [[package]]
 name = "langchain-weaviate"
@@ -1726,47 +1728,31 @@ numpy = ">=1.26.2,<2.0.0"
 simsimd = ">=3.6.1,<5.0.0"
 weaviate-client = ">=4.0.0,<5.0.0"
 
-[[package]]
-name = "langchainhub"
-version = "0.1.21"
-description = "The LangChain Hub API client"
-optional = false
-python-versions = "<4.0,>=3.8.1"
-files = [
-    {file = "langchainhub-0.1.21-py3-none-any.whl", hash = "sha256:1cc002dc31e0d132a776afd044361e2b698743df5202618cf2bad399246b895f"},
-    {file = "langchainhub-0.1.21.tar.gz", hash = "sha256:723383b3964a47dbaea6ad5d0ef728accefbc9d2c07480e800bdec43510a8c10"},
-]
-
-[package.dependencies]
-packaging = ">=23.2,<25"
-requests = ">=2,<3"
-types-requests = ">=2.31.0.2,<3.0.0.0"
-
 [[package]]
 name = "langgraph"
-version = "0.2.43"
+version = "0.2.60"
 description = "Building stateful, multi-actor applications with LLMs"
 optional = false
 python-versions = "<4.0,>=3.9.0"
 files = [
-    {file = "langgraph-0.2.43-py3-none-any.whl", hash = "sha256:65b712569248f671d25a2825ba12369a8e990b787f98fd2c4b71fbb5495d2145"},
-    {file = "langgraph-0.2.43.tar.gz", hash = "sha256:42126538312d3c65634f44b4169f3d4f4440ad8b906f03f3035c8b468f6efaaa"},
+    {file = "langgraph-0.2.60-py3-none-any.whl", hash = "sha256:0c454a04f358e8eb0d75cf05d129ae7d10fce1bda1b53d328ec346c718d57e56"},
+    {file = "langgraph-0.2.60.tar.gz", hash = "sha256:24d1779e0506de5f8de57ffc7422f176a5f42caa342b8f8492a9a1763f8f9f48"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.2.43,<0.3.0 || >0.3.0,<0.3.1 || >0.3.1,<0.3.2 || >0.3.2,<0.3.3 || >0.3.3,<0.3.4 || >0.3.4,<0.3.5 || >0.3.5,<0.3.6 || >0.3.6,<0.3.7 || >0.3.7,<0.3.8 || >0.3.8,<0.3.9 || >0.3.9,<0.3.10 || >0.3.10,<0.3.11 || >0.3.11,<0.3.12 || >0.3.12,<0.3.13 || >0.3.13,<0.3.14 || >0.3.14,<0.4.0"
-langgraph-checkpoint = ">=2.0.0,<3.0.0"
-langgraph-sdk = ">=0.1.32,<0.2.0"
+langchain-core = ">=0.2.43,<0.3.0 || >0.3.0,<0.3.1 || >0.3.1,<0.3.2 || >0.3.2,<0.3.3 || >0.3.3,<0.3.4 || >0.3.4,<0.3.5 || >0.3.5,<0.3.6 || >0.3.6,<0.3.7 || >0.3.7,<0.3.8 || >0.3.8,<0.3.9 || >0.3.9,<0.3.10 || >0.3.10,<0.3.11 || >0.3.11,<0.3.12 || >0.3.12,<0.3.13 || >0.3.13,<0.3.14 || >0.3.14,<0.3.15 || >0.3.15,<0.3.16 || >0.3.16,<0.3.17 || >0.3.17,<0.3.18 || >0.3.18,<0.3.19 || >0.3.19,<0.3.20 || >0.3.20,<0.3.21 || >0.3.21,<0.3.22 || >0.3.22,<0.4.0"
+langgraph-checkpoint = ">=2.0.4,<3.0.0"
+langgraph-sdk = ">=0.1.42,<0.2.0"
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "2.0.2"
+version = "2.0.9"
 description = "Library with base interfaces for LangGraph checkpoint savers."
 optional = false
 python-versions = "<4.0.0,>=3.9.0"
 files = [
-    {file = "langgraph_checkpoint-2.0.2-py3-none-any.whl", hash = "sha256:6e5dfd90e1fc71b91ccff75939ada1114e5d7f824df5f24c62d39bed69039ee2"},
-    {file = "langgraph_checkpoint-2.0.2.tar.gz", hash = "sha256:c1d033e4e4855f580fa56830327eb86513b64ab5be527245363498e76b19a0b9"},
+    {file = "langgraph_checkpoint-2.0.9-py3-none-any.whl", hash = "sha256:b546ed6129929b8941ac08af6ce5cd26c8ebe1d25883d3c48638d34ade91ce42"},
+    {file = "langgraph_checkpoint-2.0.9.tar.gz", hash = "sha256:43847d7e385a2d9d2b684155920998e44ed42d2d1780719e4f6111fe3d6db84c"},
 ]
 
 [package.dependencies]
@@ -1775,34 +1761,33 @@ msgpack = ">=1.1.0,<2.0.0"
 
 [[package]]
 name = "langgraph-sdk"
-version = "0.1.35"
+version = "0.1.48"
 description = "SDK for interacting with LangGraph API"
 optional = false
 python-versions = "<4.0.0,>=3.9.0"
 files = [
-    {file = "langgraph_sdk-0.1.35-py3-none-any.whl", hash = "sha256:b137c324fbce96afe39cc6a189c61fc042164068f0f6f02ac8de864d8ece6e05"},
-    {file = "langgraph_sdk-0.1.35.tar.gz", hash = "sha256:414cfbc172b883446197763f3645d86bbc6a5b8ce9693c1df3fb6ce7d854a994"},
+    {file = "langgraph_sdk-0.1.48-py3-none-any.whl", hash = "sha256:2c6c01d48e8eddff7e9688bdbda943ddb107831972667eb08a0c30e3a937fa11"},
+    {file = "langgraph_sdk-0.1.48.tar.gz", hash = "sha256:a14ddfc0ea444b33fb5a7357ca0359d2d77961b61244a028dd952658d4d6bc92"},
 ]
 
 [package.dependencies]
 httpx = ">=0.25.2"
-httpx-sse = ">=0.4.0"
 orjson = ">=3.10.1"
 
 [[package]]
 name = "langsmith"
-version = "0.1.139"
+version = "0.2.4"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langsmith-0.1.139-py3-none-any.whl", hash = "sha256:2a4a541bfbd0a9727255df28a60048c85bc8c4c6a276975923785c3fd82dc879"},
-    {file = "langsmith-0.1.139.tar.gz", hash = "sha256:2f9e4d32fef3ad7ef42c8506448cce3a31ad6b78bb4f3310db04ddaa1e9d744d"},
+    {file = "langsmith-0.2.4-py3-none-any.whl", hash = "sha256:fa797e4ecba968b76bccf351053e48bd6c6de7455515588cb46b74765e8a4127"},
+    {file = "langsmith-0.2.4.tar.gz", hash = "sha256:386fedc815b45f94fa17571860e561c0d79facc0a2979a532eb8b893a4d98fa9"},
 ]
 
 [package.dependencies]
 httpx = ">=0.23.0,<1"
-orjson = ">=3.9.14,<4.0.0"
+orjson = {version = ">=3.9.14,<4.0.0", markers = "platform_python_implementation != \"PyPy\""}
 pydantic = [
     {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""},
     {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""},
@@ -1810,6 +1795,9 @@ pydantic = [
 requests = ">=2,<3"
 requests-toolbelt = ">=1.0.0,<2.0.0"
 
+[package.extras]
+langsmith-pyo3 = ["langsmith-pyo3 (>=0.1.0rc2,<0.2.0)"]
+
 [[package]]
 name = "lxml"
 version = "4.9.4"
@@ -1920,13 +1908,13 @@ source = ["Cython (==0.29.37)"]
 
 [[package]]
 name = "marshmallow"
-version = "3.23.1"
+version = "3.23.2"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "marshmallow-3.23.1-py3-none-any.whl", hash = "sha256:fece2eb2c941180ea1b7fcbd4a83c51bfdd50093fdd3ad2585ee5e1df2508491"},
-    {file = "marshmallow-3.23.1.tar.gz", hash = "sha256:3a8dfda6edd8dcdbf216c0ede1d1e78d230a6dc9c5a088f58c4083b974a0d468"},
+    {file = "marshmallow-3.23.2-py3-none-any.whl", hash = "sha256:bcaf2d6fd74fb1459f8450e85d994997ad3e70036452cbfa4ab685acb19479b3"},
+    {file = "marshmallow-3.23.2.tar.gz", hash = "sha256:c448ac6455ca4d794773f00bae22c2f351d62d739929f761dce5eacb5c468d7f"},
 ]
 
 [package.dependencies]
@@ -2169,13 +2157,13 @@ files = [
 
 [[package]]
 name = "openai"
-version = "1.53.0"
+version = "1.58.1"
 description = "The official Python library for the openai API"
 optional = false
-python-versions = ">=3.7.1"
+python-versions = ">=3.8"
 files = [
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 [package.extras]
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+discord = ["requests"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
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 ]
 
 [package.dependencies]
@@ -3914,4 +3751,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11"
-content-hash = "756d984a264c985f92f08434a56e40ab52027ba0ba587ecc7577e2cdf9f2225a"
+content-hash = "2b76cd8767e628f168fbc307cda6eb5e60aac18f8e512e2230a8119d3d3fb0a0"
diff --git a/pyproject.toml b/pyproject.toml
index 4688d1dc..1eaecfb1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -9,7 +9,7 @@ packages = [{ include = "backend" }]
 [tool.poetry.dependencies]
 python = "^3.11"
 langchain = ">=0.3.0,<0.4.0"
-langsmith = "^0.1.139"
+langsmith = "^0.2.4"
 langchain-cohere = ">=0.3.0,<0.4.0"
 langchain-google-genai = ">=2.0.0,<3.0.0"
 langchain-core = ">=0.3.10,<0.4.0"
@@ -25,8 +25,6 @@ weaviate-client = "^4.0.0"
 lxml = "^4.9.3"
 voyageai = "^0.1.4"
 pillow = "^10.2.0"
-psycopg2-binary = "^2.9.9"
-langchainhub = "^0.1.21"
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^7.3.0"