diff --git a/examples/email_reply_agent.ipynb b/examples/email_reply_agent.ipynb
index 17d31b1e..ef56c5c7 100644
--- a/examples/email_reply_agent.ipynb
+++ b/examples/email_reply_agent.ipynb
@@ -39,7 +39,7 @@
    "outputs": [],
    "source": [
     "from typing import Optional, Type\n",
-    "from langchain.pydantic_v1 import BaseModel, Field\n",
+    "from pydantic import BaseModel, Field\n",
     "from langchain.tools import BaseTool, StructuredTool, tool\n",
     "from langchain.callbacks.manager import (\n",
     "    AsyncCallbackManagerForToolRun,\n",
@@ -81,7 +81,7 @@
    "outputs": [],
    "source": [
     "from typing import Optional, Type\n",
-    "from langchain.pydantic_v1 import BaseModel, Field\n",
+    "from pydantic import BaseModel, Field\n",
     "from langchain.tools import BaseTool, StructuredTool, tool\n",
     "from langchain.callbacks.manager import (\n",
     "    AsyncCallbackManagerForToolRun,\n",
@@ -428,7 +428,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": ".venv",
    "language": "python",
    "name": "python3"
   },
diff --git a/examples/linear_router_example.ipynb b/examples/linear_router_example.ipynb
index 87309d96..daeaebbb 100644
--- a/examples/linear_router_example.ipynb
+++ b/examples/linear_router_example.ipynb
@@ -32,7 +32,7 @@
    "outputs": [],
    "source": [
     "from typing import Type\n",
-    "from langchain.pydantic_v1 import BaseModel, Field\n",
+    "from pydantic import BaseModel, Field\n",
     "from langchain.tools import BaseTool\n",
     "\n",
     "class SendEmailInput(BaseModel):\n",
diff --git a/examples/linear_router_team.py b/examples/linear_router_team.py
index b5b183d3..3ba9f30e 100644
--- a/examples/linear_router_team.py
+++ b/examples/linear_router_team.py
@@ -7,7 +7,7 @@
 load_dotenv()
 
 from typing import Optional, Type
-from langchain.pydantic_v1 import BaseModel, Field
+from pydantic import BaseModel, Field
 from langchain.tools import BaseTool, StructuredTool, tool
 from langchain.callbacks.manager import (
     AsyncCallbackManagerForToolRun,
diff --git a/examples/population_simulator.ipynb b/examples/population_simulator.ipynb
index c0d97cd1..e3380b2b 100644
--- a/examples/population_simulator.ipynb
+++ b/examples/population_simulator.ipynb
@@ -39,7 +39,7 @@
    "outputs": [],
    "source": [
     "from typing import Type\n",
-    "from langchain.pydantic_v1 import BaseModel, Field\n",
+    "from pydantic import BaseModel, Field\n",
     "from langchain.tools import BaseTool\n",
     "from typing import List\n",
     "from peewee import Model, SqliteDatabase, CharField, IntegerField, TextField\n",
@@ -790,7 +790,7 @@
    "outputs": [],
    "source": [
     "from typing import Type\n",
-    "from langchain.pydantic_v1 import BaseModel, Field\n",
+    "from pydantic import BaseModel, Field\n",
     "from langchain.tools import BaseTool\n",
     "\n",
     "class Purchase(BaseModel):\n",
@@ -822,7 +822,7 @@
    "outputs": [],
    "source": [
     "from typing import Optional, Type\n",
-    "from langchain.pydantic_v1 import BaseModel, Field\n",
+    "from pydantic import BaseModel, Field\n",
     "from langchain.tools import BaseTool\n",
     "\n",
     "class CustomerSupportInput(BaseModel):\n",
@@ -853,7 +853,7 @@
    "outputs": [],
    "source": [
     "from typing import Type\n",
-    "from langchain.pydantic_v1 import BaseModel, Field\n",
+    "from pydantic import BaseModel, Field\n",
     "from langchain.tools import BaseTool\n",
     "\n",
     "class LoanRequest(BaseModel):\n",
diff --git a/flo_ai/retrievers/flo_retriever.py b/flo_ai/retrievers/flo_retriever.py
index 57b22f89..9e05940a 100644
--- a/flo_ai/retrievers/flo_retriever.py
+++ b/flo_ai/retrievers/flo_retriever.py
@@ -8,9 +8,8 @@
 from langchain.retrievers import ContextualCompressionRetriever
 from langchain.retrievers.document_compressors import DocumentCompressorPipeline
 from flo_ai.retrievers.flo_compression_pipeline import FloCompressionPipeline
-from langchain.tools.retriever import create_retriever_tool
 from functools import partial
-from langchain.pydantic_v1 import BaseModel, Field
+from pydantic import BaseModel, Field
 from langchain_core.tools import Tool
 from typing import Optional
 from langchain_core.callbacks import Callbacks
diff --git a/poetry.lock b/poetry.lock
index 9d3051d4..6880bd1c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,113 +2,113 @@
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.0"
+version = "2.4.3"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "aiohappyeyeballs-2.4.0-py3-none-any.whl", hash = "sha256:7ce92076e249169a13c2f49320d1967425eaf1f407522d707d59cac7628d62bd"},
-    {file = "aiohappyeyeballs-2.4.0.tar.gz", hash = "sha256:55a1714f084e63d49639800f95716da97a1f173d46a16dfcfda0016abb93b6b2"},
+    {file = "aiohappyeyeballs-2.4.3-py3-none-any.whl", hash = "sha256:8a7a83727b2756f394ab2895ea0765a0a8c475e3c71e98d43d76f22b4b435572"},
+    {file = "aiohappyeyeballs-2.4.3.tar.gz", hash = "sha256:75cf88a15106a5002a8eb1dab212525c00d1f4c0fa96e551c9fbe6f09a621586"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.10.5"
+version = "3.10.10"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -118,7 +118,7 @@ async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-yarl = ">=1.0,<2.0"
+yarl = ">=1.12.0,<2.0"
 
 [package.extras]
 speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
@@ -150,13 +150,13 @@ files = [
 
 [[package]]
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-version = "0.34.1"
+version = "0.36.1"
 description = "The official Python library for the anthropic API"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
@@ -185,13 +185,13 @@ files = [
 
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+version = "4.6.2.post1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.8"
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 [package.dependencies]
@@ -201,9 +201,9 @@ sniffio = ">=1.1"
 typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
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-trio = ["trio (>=0.23)"]
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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)"]
+trio = ["trio (>=0.26.1)"]
 
 [[package]]
 name = "appnope"
@@ -354,13 +354,13 @@ docs = ["sphinx (>=1.6)", "sphinx-bootstrap-theme (>=0.6)"]
 
 [[package]]
 name = "build"
-version = "1.2.1"
+version = "1.2.2.post1"
 description = "A simple, correct Python build frontend"
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 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -480,135 +480,154 @@ pycparser = "*"
 
 [[package]]
 name = "charset-normalizer"
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 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
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 optional = false
 python-versions = "*"
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 ]
 
 [package.dependencies]
@@ -616,26 +635,26 @@ numpy = "*"
 
 [[package]]
 name = "chromadb"
-version = "0.5.3"
+version = "0.5.15"
 description = "Chroma."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 bcrypt = ">=4.0.1"
 build = ">=1.0.3"
-chroma-hnswlib = "0.7.3"
+chroma-hnswlib = "0.7.6"
 fastapi = ">=0.95.2"
 grpcio = ">=1.58.0"
 httpx = ">=0.27.0"
 importlib-resources = "*"
 kubernetes = ">=28.1.0"
 mmh3 = ">=4.0.1"
-numpy = ">=1.22.5,<2.0.0"
+numpy = ">=1.22.5"
 onnxruntime = ">=1.14.1"
 opentelemetry-api = ">=1.2.0"
 opentelemetry-exporter-otlp-proto-grpc = ">=1.2.0"
@@ -647,7 +666,7 @@ posthog = ">=2.4.0"
 pydantic = ">=1.9"
 pypika = ">=0.48.9"
 PyYAML = ">=6.0.0"
-requests = ">=2.28"
+rich = ">=10.11.0"
 tenacity = ">=8.2.3"
 tokenizers = ">=0.13.2"
 tqdm = ">=4.65.0"
@@ -757,33 +776,37 @@ db = "*"
 
 [[package]]
 name = "debugpy"
-version = "1.8.5"
+version = "1.8.7"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
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 trio = ["trio (>=0.23)"]
 wmi = ["wmi (>=1.5.1)"]
 
+[[package]]
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 version = "1.2.2"
@@ -872,13 +906,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
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 [package.extras]
@@ -886,18 +920,18 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 
 [[package]]
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 typing-extensions = ">=4.8.0"
 
 [package.extras]
@@ -906,19 +940,19 @@ standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "htt
 
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 [[package]]
 name = "flatbuffers"
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 [package.extras]
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 [[package]]
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 [package.extras]
@@ -1169,61 +1218,70 @@ test = ["objgraph", "psutil"]
 
 [[package]]
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 [[package]]
 name = "h11"
@@ -1238,13 +1296,13 @@ files = [
 
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 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
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 ]
 
 [package.extras]
-test = ["Cython (>=0.29.24,<0.30.0)"]
+test = ["Cython (>=0.29.24)"]
 
 [[package]]
 name = "httpx"
@@ -1329,15 +1394,26 @@ cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 
+[[package]]
+name = "httpx-sse"
+version = "0.4.0"
+description = "Consume Server-Sent Event (SSE) messages with HTTPX."
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
 [[package]]
 name = "huggingface-hub"
-version = "0.24.6"
+version = "0.25.2"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -1379,43 +1455,46 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_ve
 
 [[package]]
 name = "idna"
-version = "3.8"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
 [[package]]
 name = "importlib-metadata"
-version = "7.0.0"
+version = "8.4.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 zipp = ">=0.5"
 
 [package.extras]
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 perf = ["ipython"]
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 [[package]]
 name = "importlib-resources"
-version = "6.4.4"
+version = "6.4.5"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -1518,72 +1597,84 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
 name = "jiter"
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 description = "Fast iterable JSON parser."
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 python-versions = ">=3.8"
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+    {file = "jiter-0.6.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:677be9550004f5e010d673d3b2a2b815a8ea07a71484a57d3f85dde7f14cf132"},
+    {file = "jiter-0.6.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:e8bd065be46c2eecc328e419d6557bbc37844c88bb07b7a8d2d6c91c7c4dedc9"},
+    {file = "jiter-0.6.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:bd95375ce3609ec079a97c5d165afdd25693302c071ca60c7ae1cf826eb32022"},
+    {file = "jiter-0.6.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:db459ed22d0208940d87f614e1f0ea5a946d29a3cfef71f7e1aab59b6c6b2afb"},
+    {file = "jiter-0.6.1-cp39-none-win32.whl", hash = "sha256:d71c962f0971347bd552940ab96aa42ceefcd51b88c4ced8a27398182efa8d80"},
+    {file = "jiter-0.6.1-cp39-none-win_amd64.whl", hash = "sha256:d465db62d2d10b489b7e7a33027c4ae3a64374425d757e963f86df5b5f2e7fc5"},
+    {file = "jiter-0.6.1.tar.gz", hash = "sha256:e19cd21221fc139fb032e4112986656cb2739e9fe6d84c13956ab30ccc7d4449"},
 ]
 
 [[package]]
@@ -1613,13 +1704,13 @@ files = [
 
 [[package]]
 name = "jupyter-client"
-version = "8.6.2"
+version = "8.6.3"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_client-8.6.2-py3-none-any.whl", hash = "sha256:50cbc5c66fd1b8f65ecb66bc490ab73217993632809b6e505687de18e9dea39f"},
-    {file = "jupyter_client-8.6.2.tar.gz", hash = "sha256:2bda14d55ee5ba58552a8c53ae43d215ad9868853489213f37da060ced54d8df"},
+    {file = "jupyter_client-8.6.3-py3-none-any.whl", hash = "sha256:e8a19cc986cc45905ac3362915f410f3af85424b4c0905e94fa5f2cb08e8f23f"},
+    {file = "jupyter_client-8.6.3.tar.gz", hash = "sha256:35b3a0947c4a6e9d589eb97d7d4cd5e90f910ee73101611f01283732bd6d9419"},
 ]
 
 [package.dependencies]
@@ -1655,17 +1746,18 @@ test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"
 
 [[package]]
 name = "kubernetes"
-version = "30.1.0"
+version = "31.0.0"
 description = "Kubernetes python client"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "kubernetes-30.1.0-py2.py3-none-any.whl", hash = "sha256:e212e8b7579031dd2e512168b617373bc1e03888d41ac4e04039240a292d478d"},
-    {file = "kubernetes-30.1.0.tar.gz", hash = "sha256:41e4c77af9f28e7a6c314e3bd06a8c6229ddd787cad684e0ab9f69b498e98ebc"},
+    {file = "kubernetes-31.0.0-py2.py3-none-any.whl", hash = "sha256:bf141e2d380c8520eada8b351f4e319ffee9636328c137aa432bc486ca1200e1"},
+    {file = "kubernetes-31.0.0.tar.gz", hash = "sha256:28945de906c8c259c1ebe62703b56a03b714049372196f854105afe4e6d014c0"},
 ]
 
 [package.dependencies]
 certifi = ">=14.05.14"
+durationpy = ">=0.7"
 google-auth = ">=1.0.1"
 oauthlib = ">=3.2.2"
 python-dateutil = ">=2.5.3"
@@ -1681,26 +1773,26 @@ adal = ["adal (>=1.0.2)"]
 
 [[package]]
 name = "langchain"
-version = "0.2.11"
+version = "0.3.3"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain-0.2.11-py3-none-any.whl", hash = "sha256:5a7a8b4918f3d3bebce9b4f23b92d050699e6f7fb97591e8941177cf07a260a2"},
-    {file = "langchain-0.2.11.tar.gz", hash = "sha256:d7a9e4165f02dca0bd78addbc2319d5b9286b5d37c51d784124102b57e9fd297"},
+    {file = "langchain-0.3.3-py3-none-any.whl", hash = "sha256:05ac98c674853c2386d043172820e37ceac9b913aaaf1e51217f0fc424112c72"},
+    {file = "langchain-0.3.3.tar.gz", hash = "sha256:6435882996a029a60c61c356bbe51bab4a8f43a54210f5f03e3c4474d19d1842"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
-langchain-core = ">=0.2.23,<0.3.0"
-langchain-text-splitters = ">=0.2.0,<0.3.0"
+langchain-core = ">=0.3.10,<0.4.0"
+langchain-text-splitters = ">=0.3.0,<0.4.0"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = [
     {version = ">=1,<2", markers = "python_version < \"3.12\""},
     {version = ">=1.26.0,<2.0.0", markers = "python_version >= \"3.12\""},
 ]
-pydantic = ">=1,<3"
+pydantic = ">=2.7.4,<3.0.0"
 PyYAML = ">=5.3"
 requests = ">=2,<3"
 SQLAlchemy = ">=1.4,<3"
@@ -1708,35 +1800,36 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-anthropic"
-version = "0.1.23"
+version = "0.2.3"
 description = "An integration package connecting AnthropicMessages and LangChain"
 optional = false
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_anthropic-0.1.23-py3-none-any.whl", hash = "sha256:89cafdaf4c9e522484b0ca8bafcceb0a5e4ffca89f7c7c9cec1e2ba411208208"},
-    {file = "langchain_anthropic-0.1.23.tar.gz", hash = "sha256:f2ce045bd0ae09d5f11fed4b84a38ce306822b7bcac77232345f40115df66d51"},
+    {file = "langchain_anthropic-0.2.3-py3-none-any.whl", hash = "sha256:d555901865074b1481a0fbd40505eedaa3b414af25f6b227c39f2a6529ce1800"},
+    {file = "langchain_anthropic-0.2.3.tar.gz", hash = "sha256:29d3464bf276ff6444543be94a9ba555a8f8ef858df3ace82ce8dfc7fedb0bec"},
 ]
 
 [package.dependencies]
 anthropic = ">=0.30.0,<1"
 defusedxml = ">=0.7.1,<0.8.0"
-langchain-core = ">=0.2.26,<0.3.0"
+langchain-core = ">=0.3.9,<0.4.0"
+pydantic = ">=2.7.4,<3.0.0"
 
 [[package]]
 name = "langchain-chroma"
-version = "0.1.3"
+version = "0.1.4"
 description = "An integration package connecting Chroma and LangChain"
 optional = false
 python-versions = "<4,>=3.8.1"
 files = [
-    {file = "langchain_chroma-0.1.3-py3-none-any.whl", hash = "sha256:7857f8c63faa827118b18e06e926ef22a02b30c1462c8467dd7240d3e685edd3"},
-    {file = "langchain_chroma-0.1.3.tar.gz", hash = "sha256:67754c50d0adb6fa2ebf07ea48026e025c9bffe2ae329e769d4c6e2b6398eaa8"},
+    {file = "langchain_chroma-0.1.4-py3-none-any.whl", hash = "sha256:2877b284fc736bfd31628aa542ed0f5410c3cdc63ad2c670cb67fc360b4a236a"},
+    {file = "langchain_chroma-0.1.4.tar.gz", hash = "sha256:5963a79bf72af0f72019084bbc1e610d03ba33ec2df9a4b47b27c0132aa533fb"},
 ]
 
 [package.dependencies]
 chromadb = ">=0.4.0,<0.5.4 || >0.5.4,<0.5.5 || >0.5.5,<0.6.0"
 fastapi = ">=0.95.2,<1"
-langchain-core = ">=0.1.40,<0.3"
+langchain-core = {version = ">=0.1.40,<0.4", markers = "python_version >= \"3.9\""}
 numpy = [
     {version = ">=1,<2", markers = "python_version < \"3.12\""},
     {version = ">=1.26.0,<2.0.0", markers = "python_version >= \"3.12\""},
@@ -1744,85 +1837,67 @@ numpy = [
 
 [[package]]
 name = "langchain-community"
-version = "0.2.0"
+version = "0.3.2"
 description = "Community contributed LangChain integrations."
 optional = false
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_community-0.2.0-py3-none-any.whl", hash = "sha256:4d069d280fd2dc1219df13d580338729dbaebf581160bc42c73d5ed208258d57"},
-    {file = "langchain_community-0.2.0.tar.gz", hash = "sha256:15c7e8f2547d9e9f03eef0704ef1c68a0074c462e9bd635662d5ea4b0eace87b"},
+    {file = "langchain_community-0.3.2-py3-none-any.whl", hash = "sha256:fffcd484c7674e81ceaa72a809962338bfb17ec8f9e0377ce4e9d884e6fe8ca5"},
+    {file = "langchain_community-0.3.2.tar.gz", hash = "sha256:469bf5357a08c915cebc4c506dca4617eec737d82a9b6e340df5f3b814dc89bc"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
-langchain = ">=0.2.0,<0.3.0"
-langchain-core = ">=0.2.0,<0.3.0"
-langsmith = ">=0.1.0,<0.2.0"
-numpy = ">=1,<2"
+langchain = ">=0.3.3,<0.4.0"
+langchain-core = ">=0.3.10,<0.4.0"
+langsmith = ">=0.1.125,<0.2.0"
+numpy = [
+    {version = ">=1,<2", markers = "python_version < \"3.12\""},
+    {version = ">=1.26.0,<2.0.0", markers = "python_version >= \"3.12\""},
+]
+pydantic-settings = ">=2.4.0,<3.0.0"
 PyYAML = ">=5.3"
 requests = ">=2,<3"
 SQLAlchemy = ">=1.4,<3"
-tenacity = ">=8.1.0,<9.0.0"
-
-[package.extras]
-cli = ["typer (>=0.9.0,<0.10.0)"]
-extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.3.11,<0.4.0)", "arxiv (>=1.4,<2.0)", "assemblyai (>=0.17.0,<0.18.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "azure-ai-documentintelligence (>=1.0.0b1,<2.0.0)", "azure-identity (>=1.15.0,<2.0.0)", "azure-search-documents (==11.4.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.1.6,<0.2.0)", "chardet (>=5.1.0,<6.0.0)", "cloudpickle (>=2.0.0)", "cohere (>=4,<5)", "databricks-vectorsearch (>=0.21,<0.22)", "datasets (>=2.15.0,<3.0.0)", "dgml-utils (>=0.3.0,<0.4.0)", "elasticsearch (>=8.12.0,<9.0.0)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "feedparser (>=6.0.10,<7.0.0)", "fireworks-ai (>=0.9.0,<0.10.0)", "friendli-client (>=1.2.4,<2.0.0)", "geopandas (>=0.13.1,<0.14.0)", "gitpython (>=3.1.32,<4.0.0)", "google-cloud-documentai (>=2.20.1,<3.0.0)", "gql (>=3.4.1,<4.0.0)", "gradientai (>=1.4.0,<2.0.0)", "hdbcli (>=2.19.21,<3.0.0)", "hologres-vector (>=0.0.6,<0.0.7)", "html2text (>=2020.1.16,<2021.0.0)", "httpx (>=0.24.1,<0.25.0)", "httpx-sse (>=0.4.0,<0.5.0)", "javelin-sdk (>=0.1.8,<0.2.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "jsonschema (>1)", "lxml (>=4.9.3,<6.0)", "markdownify (>=0.11.6,<0.12.0)", "motor (>=3.3.1,<4.0.0)", "msal (>=1.25.0,<2.0.0)", "mwparserfromhell (>=0.6.4,<0.7.0)", "mwxml (>=0.3.3,<0.4.0)", "newspaper3k (>=0.2.8,<0.3.0)", "numexpr (>=2.8.6,<3.0.0)", "nvidia-riva-client (>=2.14.0,<3.0.0)", "oci (>=2.119.1,<3.0.0)", "openai (<2)", "openapi-pydantic (>=0.3.2,<0.4.0)", "oracle-ads (>=2.9.1,<3.0.0)", "oracledb (>=2.2.0,<3.0.0)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "praw (>=7.7.1,<8.0.0)", "premai (>=0.3.25,<0.4.0)", "psychicapi (>=0.8.0,<0.9.0)", "py-trello (>=0.19.0,<0.20.0)", "pyjwt (>=2.8.0,<3.0.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "rapidfuzz (>=3.1.1,<4.0.0)", "rapidocr-onnxruntime (>=1.3.2,<2.0.0)", "rdflib (==7.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "rspace_client (>=2.5.0,<3.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "sqlite-vss (>=0.1.2,<0.2.0)", "streamlit (>=1.18.0,<2.0.0)", "sympy (>=1.12,<2.0)", "telethon (>=1.28.5,<2.0.0)", "tidb-vector (>=0.0.3,<1.0.0)", "timescale-vector (>=0.0.1,<0.0.2)", "tqdm (>=4.48.0)", "tree-sitter (>=0.20.2,<0.21.0)", "tree-sitter-languages (>=1.8.0,<2.0.0)", "upstash-redis (>=0.15.0,<0.16.0)", "vdms (>=0.0.20,<0.0.21)", "xata (>=1.0.0a7,<2.0.0)", "xmltodict (>=0.13.0,<0.14.0)"]
+tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "0.2.37"
+version = "0.3.12"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_core-0.2.37-py3-none-any.whl", hash = "sha256:bf0f39ccb653931eeb0a4dd248591ef239895620e04da9ec928446cd9ddb47f0"},
-    {file = "langchain_core-0.2.37.tar.gz", hash = "sha256:944de6cfaad72de5641f6765d5310a022fcd9943f10735507ea040cc5fb95011"},
+    {file = "langchain_core-0.3.12-py3-none-any.whl", hash = "sha256:46050d34f5fa36dc57dca971c6a26f505643dd05ee0492c7ac286d0a78a82037"},
+    {file = "langchain_core-0.3.12.tar.gz", hash = "sha256:98a3c078e375786aa84939bfd1111263af2f3bc402bbe2cac9fa18a387459cf2"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
-langsmith = ">=0.1.75,<0.2.0"
+langsmith = ">=0.1.125,<0.2.0"
 packaging = ">=23.2,<25"
 pydantic = [
-    {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""},
+    {version = ">=2.5.2,<3.0.0", markers = "python_full_version < \"3.12.4\""},
     {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""},
 ]
 PyYAML = ">=5.3"
-tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
+tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 typing-extensions = ">=4.7"
 
-[[package]]
-name = "langchain-experimental"
-version = "0.0.59"
-description = "Building applications with LLMs through composability"
-optional = false
-python-versions = "<4.0,>=3.8.1"
-files = [
-    {file = "langchain_experimental-0.0.59-py3-none-any.whl", hash = "sha256:d6ceb586c15ad35fc619542e86d01f0984a94985324a78a9ed8cd87615ff265d"},
-    {file = "langchain_experimental-0.0.59.tar.gz", hash = "sha256:3a93f5c328f6ee1cd4f9dd8792c535df2d5638cff0d778ee25546804b5282fda"},
-]
-
-[package.dependencies]
-langchain-community = ">=0.2,<0.3"
-langchain-core = ">=0.2,<0.3"
-
-[package.extras]
-extended-testing = ["faker (>=19.3.1,<20.0.0)", "jinja2 (>=3,<4)", "pandas (>=2.0.1,<3.0.0)", "presidio-analyzer (>=2.2.352,<3.0.0)", "presidio-anonymizer (>=2.2.352,<3.0.0)", "sentence-transformers (>=2,<3)", "tabulate (>=0.9.0,<0.10.0)", "vowpal-wabbit-next (==0.6.0)"]
-
 [[package]]
 name = "langchain-mongodb"
-version = "0.1.8"
+version = "0.2.0"
 description = "An integration package connecting MongoDB and LangChain"
 optional = false
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_mongodb-0.1.8-py3-none-any.whl", hash = "sha256:0c086a80813cf213b01fb9024243505243bc8892b27e9ca92b4d0753ab53bdd0"},
-    {file = "langchain_mongodb-0.1.8.tar.gz", hash = "sha256:7df9cc3af8ef2d2c943188f464ac4f952cbe90626a8252ce9f8e5af4202e6ebe"},
+    {file = "langchain_mongodb-0.2.0-py3-none-any.whl", hash = "sha256:c18139f799e5593f204d8d3d294a7ade5ff4ec2d0fa35a12c93c82b7ba50d533"},
+    {file = "langchain_mongodb-0.2.0.tar.gz", hash = "sha256:e5daf08edf56e0a86630cdba87c7e6c3305b6c38fd6e63e71fce86b1396ec65a"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.2.21,<0.3.0"
+langchain-core = ">=0.3,<0.4"
 numpy = [
     {version = ">=1,<2", markers = "python_version < \"3.12\""},
     {version = ">=1.26.0,<2.0.0", markers = "python_version >= \"3.12\""},
@@ -1831,33 +1906,33 @@ pymongo = ">=4.6.1,<5.0"
 
 [[package]]
 name = "langchain-openai"
-version = "0.1.10"
+version = "0.2.2"
 description = "An integration package connecting OpenAI and LangChain"
 optional = false
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_openai-0.1.10-py3-none-any.whl", hash = "sha256:62eb000980eb45e4f16c88acdbaeccf3d59266554b0dd3ce6bebea1bbe8143dd"},
-    {file = "langchain_openai-0.1.10.tar.gz", hash = "sha256:30f881f8ccaec28c054759837c41fd2a2264fcc5564728ce12e1715891a9ce3c"},
+    {file = "langchain_openai-0.2.2-py3-none-any.whl", hash = "sha256:3a203228cb38e4711ebd8c0a3bd51854e447f1d017e8475b6467b07ce7dd3e88"},
+    {file = "langchain_openai-0.2.2.tar.gz", hash = "sha256:9ae8e2ec7d1ca84fd3bfa82186724528d68e1510a1dc9cdf617a7c669b7a7768"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.2.2,<0.3"
-openai = ">=1.26.0,<2.0.0"
+langchain-core = ">=0.3.9,<0.4.0"
+openai = ">=1.40.0,<2.0.0"
 tiktoken = ">=0.7,<1"
 
 [[package]]
 name = "langchain-text-splitters"
-version = "0.2.2"
+version = "0.3.0"
 description = "LangChain text splitting utilities"
 optional = false
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
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 [[package]]
 name = "langchainhub"
@@ -1877,28 +1952,60 @@ types-requests = ">=2.31.0.2,<3.0.0.0"
 
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-version = "0.0.55"
-description = "langgraph"
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+description = "Building stateful, multi-actor applications with LLMs"
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+langgraph-sdk = ">=0.1.32,<0.2.0"
+
+[[package]]
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+version = "2.0.1"
+description = "Library with base interfaces for LangGraph checkpoint savers."
+optional = false
+python-versions = "<4.0.0,>=3.9.0"
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 ]
 requests = ">=2,<3"
+requests-toolbelt = ">=1.0.0,<2.0.0"
 
 [[package]]
 name = "markdown-it-py"
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 gmpy = ["gmpy2 (>=2.1.0a4)"]
 tests = ["pytest (>=4.6)"]
 
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 ]
 
 [package.dependencies]
@@ -2324,13 +2531,13 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.44.0"
+version = "1.51.2"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
-    {file = "openai-1.44.0-py3-none-any.whl", hash = "sha256:99a12bbda15f9c632ee911851e101669a82ee34992fbfd658a9db27d90dc0a9c"},
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+    {file = "openai-1.51.2-py3-none-any.whl", hash = "sha256:5c5954711cba931423e471c37ff22ae0fd3892be9b083eee36459865fbbb83fa"},
+    {file = "openai-1.51.2.tar.gz", hash = "sha256:c6a51fac62a1ca9df85a522e462918f6bb6bc51a8897032217e453a0730123a6"},
 ]
 
 [package.dependencies]
@@ -2346,60 +2553,44 @@ typing-extensions = ">=4.11,<5"
 [package.extras]
 datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 
-[[package]]
-name = "openai-ratelimiter"
-version = "0.5"
-description = "A Python module that provides rate limiting capabilities for the OpenAI API, utilizing Redis as a caching service. It helps to manage API usage to avoid exceeding OpenAI's rate limits."
-optional = false
-python-versions = "*"
-files = [
-    {file = "openai-ratelimiter-0.5.tar.gz", hash = "sha256:cd6ab2bae4ca8c7a631fd66f863161b327c615c4b8fbd789332672fbe18400d3"},
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-]
-
-[package.dependencies]
-openai = "*"
-redis = "*"
-tiktoken = "*"
-
 [[package]]
 name = "opentelemetry-api"
-version = "1.24.0"
+version = "1.27.0"
 description = "OpenTelemetry Python API"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_api-1.24.0-py3-none-any.whl", hash = "sha256:0f2c363d98d10d1ce93330015ca7fd3a65f60be64e05e30f557c61de52c80ca2"},
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 ]
 
 [package.dependencies]
 deprecated = ">=1.2.6"
-importlib-metadata = ">=6.0,<=7.0"
+importlib-metadata = ">=6.0,<=8.4.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-common"
-version = "1.24.0"
+version = "1.27.0"
 description = "OpenTelemetry Protobuf encoding"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_exporter_otlp_proto_common-1.24.0-py3-none-any.whl", hash = "sha256:e51f2c9735054d598ad2df5d3eca830fecfb5b0bda0a2fa742c9c7718e12f641"},
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+    {file = "opentelemetry_exporter_otlp_proto_common-1.27.0-py3-none-any.whl", hash = "sha256:675db7fffcb60946f3a5c43e17d1168a3307a94a930ecf8d2ea1f286f3d4f79a"},
+    {file = "opentelemetry_exporter_otlp_proto_common-1.27.0.tar.gz", hash = "sha256:159d27cf49f359e3798c4c3eb8da6ef4020e292571bd8c5604a2a573231dd5c8"},
 ]
 
 [package.dependencies]
-opentelemetry-proto = "1.24.0"
+opentelemetry-proto = "1.27.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-grpc"
-version = "1.24.0"
+version = "1.27.0"
 description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_exporter_otlp_proto_grpc-1.24.0-py3-none-any.whl", hash = "sha256:f40d62aa30a0a43cc1657428e59fcf82ad5f7ea8fff75de0f9d9cb6f739e0a3b"},
-    {file = "opentelemetry_exporter_otlp_proto_grpc-1.24.0.tar.gz", hash = "sha256:217c6e30634f2c9797999ea9da29f7300479a94a610139b9df17433f915e7baa"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.27.0-py3-none-any.whl", hash = "sha256:56b5bbd5d61aab05e300d9d62a6b3c134827bbd28d0b12f2649c2da368006c9e"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.27.0.tar.gz", hash = "sha256:af6f72f76bcf425dfb5ad11c1a6d6eca2863b91e63575f89bb7b4b55099d968f"},
 ]
 
 [package.dependencies]
@@ -2407,22 +2598,19 @@ deprecated = ">=1.2.6"
 googleapis-common-protos = ">=1.52,<2.0"
 grpcio = ">=1.0.0,<2.0.0"
 opentelemetry-api = ">=1.15,<2.0"
-opentelemetry-exporter-otlp-proto-common = "1.24.0"
-opentelemetry-proto = "1.24.0"
-opentelemetry-sdk = ">=1.24.0,<1.25.0"
-
-[package.extras]
-test = ["pytest-grpc"]
+opentelemetry-exporter-otlp-proto-common = "1.27.0"
+opentelemetry-proto = "1.27.0"
+opentelemetry-sdk = ">=1.27.0,<1.28.0"
 
 [[package]]
 name = "opentelemetry-instrumentation"
-version = "0.45b0"
+version = "0.48b0"
 description = "Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_instrumentation-0.45b0-py3-none-any.whl", hash = "sha256:06c02e2c952c1b076e8eaedf1b82f715e2937ba7eeacab55913dd434fbcec258"},
-    {file = "opentelemetry_instrumentation-0.45b0.tar.gz", hash = "sha256:6c47120a7970bbeb458e6a73686ee9ba84b106329a79e4a4a66761f933709c7e"},
+    {file = "opentelemetry_instrumentation-0.48b0-py3-none-any.whl", hash = "sha256:a69750dc4ba6a5c3eb67986a337185a25b739966d80479befe37b546fc870b44"},
+    {file = "opentelemetry_instrumentation-0.48b0.tar.gz", hash = "sha256:94929685d906380743a71c3970f76b5f07476eea1834abd5dd9d17abfe23cc35"},
 ]
 
 [package.dependencies]
@@ -2432,55 +2620,55 @@ wrapt = ">=1.0.0,<2.0.0"
 
 [[package]]
 name = "opentelemetry-instrumentation-asgi"
-version = "0.45b0"
+version = "0.48b0"
 description = "ASGI instrumentation for OpenTelemetry"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_instrumentation_asgi-0.45b0-py3-none-any.whl", hash = "sha256:8be1157ed62f0db24e45fdf7933c530c4338bd025c5d4af7830e903c0756021b"},
-    {file = "opentelemetry_instrumentation_asgi-0.45b0.tar.gz", hash = "sha256:97f55620f163fd3d20323e9fd8dc3aacc826c03397213ff36b877e0f4b6b08a6"},
+    {file = "opentelemetry_instrumentation_asgi-0.48b0-py3-none-any.whl", hash = "sha256:ddb1b5fc800ae66e85a4e2eca4d9ecd66367a8c7b556169d9e7b57e10676e44d"},
+    {file = "opentelemetry_instrumentation_asgi-0.48b0.tar.gz", hash = "sha256:04c32174b23c7fa72ddfe192dad874954968a6a924608079af9952964ecdf785"},
 ]
 
 [package.dependencies]
 asgiref = ">=3.0,<4.0"
 opentelemetry-api = ">=1.12,<2.0"
-opentelemetry-instrumentation = "0.45b0"
-opentelemetry-semantic-conventions = "0.45b0"
-opentelemetry-util-http = "0.45b0"
+opentelemetry-instrumentation = "0.48b0"
+opentelemetry-semantic-conventions = "0.48b0"
+opentelemetry-util-http = "0.48b0"
 
 [package.extras]
 instruments = ["asgiref (>=3.0,<4.0)"]
 
 [[package]]
 name = "opentelemetry-instrumentation-fastapi"
-version = "0.45b0"
+version = "0.48b0"
 description = "OpenTelemetry FastAPI Instrumentation"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_instrumentation_fastapi-0.45b0-py3-none-any.whl", hash = "sha256:77d9c123a363129148f5f66d44094f3d67aaaa2b201396d94782b4a7f9ce4314"},
-    {file = "opentelemetry_instrumentation_fastapi-0.45b0.tar.gz", hash = "sha256:5a6b91e1c08a01601845fcfcfdefd0a2aecdb3c356d4a436a3210cb58c21487e"},
+    {file = "opentelemetry_instrumentation_fastapi-0.48b0-py3-none-any.whl", hash = "sha256:afeb820a59e139d3e5d96619600f11ce0187658b8ae9e3480857dd790bc024f2"},
+    {file = "opentelemetry_instrumentation_fastapi-0.48b0.tar.gz", hash = "sha256:21a72563ea412c0b535815aeed75fc580240f1f02ebc72381cfab672648637a2"},
 ]
 
 [package.dependencies]
 opentelemetry-api = ">=1.12,<2.0"
-opentelemetry-instrumentation = "0.45b0"
-opentelemetry-instrumentation-asgi = "0.45b0"
-opentelemetry-semantic-conventions = "0.45b0"
-opentelemetry-util-http = "0.45b0"
+opentelemetry-instrumentation = "0.48b0"
+opentelemetry-instrumentation-asgi = "0.48b0"
+opentelemetry-semantic-conventions = "0.48b0"
+opentelemetry-util-http = "0.48b0"
 
 [package.extras]
 instruments = ["fastapi (>=0.58,<1.0)"]
 
 [[package]]
 name = "opentelemetry-proto"
-version = "1.24.0"
+version = "1.27.0"
 description = "OpenTelemetry Python Proto"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_proto-1.24.0-py3-none-any.whl", hash = "sha256:bcb80e1e78a003040db71ccf83f2ad2019273d1e0828089d183b18a1476527ce"},
-    {file = "opentelemetry_proto-1.24.0.tar.gz", hash = "sha256:ff551b8ad63c6cabb1845ce217a6709358dfaba0f75ea1fa21a61ceddc78cab8"},
+    {file = "opentelemetry_proto-1.27.0-py3-none-any.whl", hash = "sha256:b133873de5581a50063e1e4b29cdcf0c5e253a8c2d8dc1229add20a4c3830ace"},
+    {file = "opentelemetry_proto-1.27.0.tar.gz", hash = "sha256:33c9345d91dafd8a74fc3d7576c5a38f18b7fdf8d02983ac67485386132aedd6"},
 ]
 
 [package.dependencies]
@@ -2488,40 +2676,44 @@ protobuf = ">=3.19,<5.0"
 
 [[package]]
 name = "opentelemetry-sdk"
-version = "1.24.0"
+version = "1.27.0"
 description = "OpenTelemetry Python SDK"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_sdk-1.24.0-py3-none-any.whl", hash = "sha256:fa731e24efe832e98bcd90902085b359dcfef7d9c9c00eb5b9a18587dae3eb59"},
-    {file = "opentelemetry_sdk-1.24.0.tar.gz", hash = "sha256:75bc0563affffa827700e0f4f4a68e1e257db0df13372344aebc6f8a64cde2e5"},
+    {file = "opentelemetry_sdk-1.27.0-py3-none-any.whl", hash = "sha256:365f5e32f920faf0fd9e14fdfd92c086e317eaa5f860edba9cdc17a380d9197d"},
+    {file = "opentelemetry_sdk-1.27.0.tar.gz", hash = "sha256:d525017dea0ccce9ba4e0245100ec46ecdc043f2d7b8315d56b19aff0904fa6f"},
 ]
 
 [package.dependencies]
-opentelemetry-api = "1.24.0"
-opentelemetry-semantic-conventions = "0.45b0"
+opentelemetry-api = "1.27.0"
+opentelemetry-semantic-conventions = "0.48b0"
 typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "opentelemetry-semantic-conventions"
-version = "0.45b0"
+version = "0.48b0"
 description = "OpenTelemetry Semantic Conventions"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_semantic_conventions-0.45b0-py3-none-any.whl", hash = "sha256:a4a6fb9a7bacd9167c082aa4681009e9acdbfa28ffb2387af50c2fef3d30c864"},
-    {file = "opentelemetry_semantic_conventions-0.45b0.tar.gz", hash = "sha256:7c84215a44ac846bc4b8e32d5e78935c5c43482e491812a0bb8aaf87e4d92118"},
+    {file = "opentelemetry_semantic_conventions-0.48b0-py3-none-any.whl", hash = "sha256:a0de9f45c413a8669788a38569c7e0a11ce6ce97861a628cca785deecdc32a1f"},
+    {file = "opentelemetry_semantic_conventions-0.48b0.tar.gz", hash = "sha256:12d74983783b6878162208be57c9effcb89dc88691c64992d70bb89dc00daa1a"},
 ]
 
+[package.dependencies]
+deprecated = ">=1.2.6"
+opentelemetry-api = "1.27.0"
+
 [[package]]
 name = "opentelemetry-util-http"
-version = "0.45b0"
+version = "0.48b0"
 description = "Web util for OpenTelemetry"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_util_http-0.45b0-py3-none-any.whl", hash = "sha256:6628868b501b3004e1860f976f410eeb3d3499e009719d818000f24ce17b6e33"},
-    {file = "opentelemetry_util_http-0.45b0.tar.gz", hash = "sha256:4ce08b6a7d52dd7c96b7705b5b4f06fdb6aa3eac1233b3b0bfef8a0cab9a92cd"},
+    {file = "opentelemetry_util_http-0.48b0-py3-none-any.whl", hash = "sha256:76f598af93aab50328d2a69c786beaedc8b6a7770f7a818cc307eb353debfffb"},
+    {file = "opentelemetry_util_http-0.48b0.tar.gz", hash = "sha256:60312015153580cc20f322e5cdc3d3ecad80a71743235bdb77716e742814623c"},
 ]
 
 [[package]]
@@ -2625,13 +2817,13 @@ files = [
 
 [[package]]
 name = "parse-type"
-version = "0.6.3"
+version = "0.6.4"
 description = "Simplifies to build parse types based on the parse module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,>=2.7"
 files = [
-    {file = "parse_type-0.6.3-py2.py3-none-any.whl", hash = "sha256:8d94a52e0197fbad63fee8f70df16e6ed689e5e4f105b705c9afa7a30397a5aa"},
-    {file = "parse_type-0.6.3.tar.gz", hash = "sha256:8e99d2f52fab2f0f1f3d68ba9d026060140bf0e53680aada0111fb27b2f0e93a"},
+    {file = "parse_type-0.6.4-py2.py3-none-any.whl", hash = "sha256:83d41144a82d6b8541127bf212dd76c7f01baff680b498ce8a4d052a7a5bce4c"},
+    {file = "parse_type-0.6.4.tar.gz", hash = "sha256:5e1ec10440b000c3f818006033372939e693a9ec0176f446d9303e4db88489a6"},
 ]
 
 [package.dependencies]
@@ -2639,7 +2831,7 @@ parse = {version = ">=1.18.0", markers = "python_version >= \"3.0\""}
 six = ">=1.15"
 
 [package.extras]
-develop = ["build (>=0.5.1)", "coverage (>=4.4)", "pylint", "pytest (<5.0)", "pytest (>=5.0)", "pytest-cov", "pytest-html (>=1.19.0)", "ruff", "setuptools", "tox (>=2.8,<4.0)", "twine (>=1.13.0)", "virtualenv (<20.22.0)", "virtualenv (>=20.0.0)"]
+develop = ["build (>=0.5.1)", "coverage (>=4.4)", "pylint", "pytest (<5.0)", "pytest (>=5.0)", "pytest-cov", "pytest-html (>=1.19.0)", "ruff", "setuptools", "setuptools-scm", "tox (>=2.8,<4.0)", "twine (>=1.13.0)", "virtualenv (<20.22.0)", "virtualenv (>=20.0.0)", "wheel"]
 docs = ["Sphinx (>=1.6)", "sphinx-bootstrap-theme (>=0.6.0)"]
 testing = ["pytest (<5.0)", "pytest (>=5.0)", "pytest-html (>=1.19.0)"]
 
@@ -2660,12 +2852,12 @@ testing = ["docopt", "pytest"]
 
 [[package]]
 name = "peewee"
-version = "3.17.6"
+version = "3.17.7"
 description = "a little orm"
 optional = false
 python-versions = "*"
 files = [
-    {file = "peewee-3.17.6.tar.gz", hash = "sha256:cea5592c6f4da1592b7cff8eaf655be6648a1f5857469e30037bf920c03fb8fb"},
+    {file = "peewee-3.17.7.tar.gz", hash = "sha256:6aefc700bd530fc6ac23fa19c9c5b47041751d92985b799169c8e318e97eabaa"},
 ]
 
 [[package]]
@@ -2781,29 +2973,29 @@ xmp = ["defusedxml"]
 
 [[package]]
 name = "platformdirs"
-version = "4.2.2"
+version = "4.3.6"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "platformdirs-4.2.2-py3-none-any.whl", hash = "sha256:2d7a1657e36a80ea911db832a8a6ece5ee53d8de21edd5cc5879af6530b1bfee"},
-    {file = "platformdirs-4.2.2.tar.gz", hash = "sha256:38b7b51f512eed9e84a22788b4bce1de17c0adb134d6becb09836e37d8654cd3"},
+    {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"},
+    {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"},
 ]
 
 [package.extras]
-docs = ["furo (>=2023.9.10)", "proselint (>=0.13)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"]
-type = ["mypy (>=1.8)"]
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.11.2)"]
 
 [[package]]
 name = "posthog"
-version = "3.6.0"
+version = "3.7.0"
 description = "Integrate PostHog into any python application."
 optional = false
 python-versions = "*"
 files = [
-    {file = "posthog-3.6.0-py2.py3-none-any.whl", hash = "sha256:6f8dacc6d14d80734b1d15bd4ab08b049629c5f0fc420cafcf1ce0667c76c83c"},
-    {file = "posthog-3.6.0.tar.gz", hash = "sha256:27dbf537241a69fb5f6a3e9561caa2d555d5891d95fa65c27ffa6b52d1fb63b6"},
+    {file = "posthog-3.7.0-py2.py3-none-any.whl", hash = "sha256:3555161c3a9557b5666f96d8e1f17f410ea0f07db56e399e336a1656d4e5c722"},
+    {file = "posthog-3.7.0.tar.gz", hash = "sha256:b095d4354ba23f8b346ab5daed8ecfc5108772f922006982dfe8b2d29ebc6e0e"},
 ]
 
 [package.dependencies]
@@ -2816,40 +3008,147 @@ six = ">=1.5"
 [package.extras]
 dev = ["black", "flake8", "flake8-print", "isort", "pre-commit"]
 sentry = ["django", "sentry-sdk"]
-test = ["coverage", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint", "pytest", "pytest-timeout"]
+test = ["coverage", "django", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint", "pytest", "pytest-timeout"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.47"
+version = "3.0.48"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
 python-versions = ">=3.7.0"
 files = [
-    {file = "prompt_toolkit-3.0.47-py3-none-any.whl", hash = "sha256:0d7bfa67001d5e39d02c224b663abc33687405033a8c422d0d675a5a13361d10"},
-    {file = "prompt_toolkit-3.0.47.tar.gz", hash = "sha256:1e1b29cb58080b1e69f207c893a1a7bf16d127a5c30c9d17a25a5d77792e5360"},
+    {file = "prompt_toolkit-3.0.48-py3-none-any.whl", hash = "sha256:f49a827f90062e411f1ce1f854f2aedb3c23353244f8108b89283587397ac10e"},
+    {file = "prompt_toolkit-3.0.48.tar.gz", hash = "sha256:d6623ab0477a80df74e646bdbc93621143f5caf104206aa29294d53de1a03d90"},
 ]
 
 [package.dependencies]
 wcwidth = "*"
 
+[[package]]
+name = "propcache"
+version = "0.2.0"
+description = "Accelerated property cache"
+optional = false
+python-versions = ">=3.8"
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@@ -2908,24 +3207,24 @@ tests = ["pytest"]
 
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+version = "0.6.1"
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-version = "0.4.0"
+version = "0.4.1"
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 [package.dependencies]
@@ -2956,7 +3255,10 @@ files = [
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-typing-extensions = {version = ">=4.6.1", markers = "python_version < \"3.13\""}
+typing-extensions = [
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+    {version = ">=4.12.2", markers = "python_version >= \"3.13\""},
+]
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
@@ -3063,6 +3365,26 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
+[[package]]
+name = "pydantic-settings"
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+description = "Settings management using Pydantic"
+optional = false
+python-versions = ">=3.8"
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+
+[package.dependencies]
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+python-dotenv = ">=0.21.0"
+
+[package.extras]
+azure-key-vault = ["azure-identity (>=1.16.0)", "azure-keyvault-secrets (>=4.8.0)"]
+toml = ["tomli (>=2.0.1)"]
+yaml = ["pyyaml (>=6.0.1)"]
+
 [[package]]
 name = "pygments"
 version = "2.18.0"
@@ -3079,61 +3401,70 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pymongo"
-version = "4.8.0"
+version = "4.10.1"
 description = "Python driver for MongoDB <http://www.mongodb.org>"
 optional = false
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+test = ["pytest (>=8.2)", "pytest-asyncio (>=0.24.0)"]
 zstd = ["zstandard"]
 
 [[package]]
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 python-versions = ">=3.7"
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+[package.extras]
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+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
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 [[package]]
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 [package.dependencies]
 cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
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-
 [[package]]
 name = "regex"
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 description = "Alternative regular expression module, to replace re."
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 python-versions = ">=3.8"
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 ]
 
 [[package]]
@@ -3581,20 +3916,35 @@ requests = ">=2.0.0"
 [package.extras]
 rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
+[[package]]
+name = "requests-toolbelt"
+version = "1.0.0"
+description = "A utility belt for advanced users of python-requests"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
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+]
+
+[package.dependencies]
+requests = ">=2.0.1,<3.0.0"
+
 [[package]]
 name = "rich"
-version = "13.8.0"
+version = "13.9.2"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
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 ]
 
 [package.dependencies]
 markdown-it-py = ">=2.2.0"
 pygments = ">=2.13.0,<3.0.0"
+typing-extensions = {version = ">=4.0.0,<5.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
@@ -3615,18 +3965,18 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
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 description = "Easily download, build, install, upgrade, and uninstall Python packages"
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+core = ["importlib-metadata (>=6)", "importlib-resources (>=5.10.2)", "jaraco.collections", "jaraco.functools", "jaraco.text (>=3.7)", "more-itertools", "more-itertools (>=8.8)", "packaging", "packaging (>=24)", "platformdirs (>=2.6.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
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 enabler = ["pytest-enabler (>=2.2)"]
@@ -3668,60 +4018,68 @@ files = [
 
 [[package]]
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 python-versions = ">=3.7"
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 [package.dependencies]
@@ -3734,7 +4092,7 @@ aioodbc = ["aioodbc", "greenlet (!=0.4.17)"]
 aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
 asyncio = ["greenlet (!=0.4.17)"]
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-mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5)"]
+mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5,!=1.1.10)"]
 mssql = ["pyodbc"]
 mssql-pymssql = ["pymssql"]
 mssql-pyodbc = ["pyodbc"]
@@ -3774,13 +4132,13 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "starlette"
-version = "0.38.3"
+version = "0.40.0"
 description = "The little ASGI library that shines."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3791,13 +4149,13 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7
 
 [[package]]
 name = "sympy"
-version = "1.13.2"
+version = "1.13.3"
 description = "Computer algebra system (CAS) in Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3808,13 +4166,13 @@ dev = ["hypothesis (>=6.70.0)", "pytest (>=7.1.0)"]
 
 [[package]]
 name = "tenacity"
-version = "8.4.2"
+version = "8.5.0"
 description = "Retry code until it succeeds"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -3823,47 +4181,42 @@ test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
 [[package]]
 name = "tiktoken"
-version = "0.7.0"
+version = "0.8.0"
 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
 optional = false
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+python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -3875,111 +4228,111 @@ blobfile = ["blobfile (>=2)"]
 
 [[package]]
 name = "tokenizers"
-version = "0.19.1"
+version = "0.20.1"
 description = ""
 optional = false
 python-versions = ">=3.7"
 files = [
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 zstd = ["zstandard (>=0.18.0)"]
 
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 [package.extras]
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 docs = ["Sphinx (>=4.1.2,<4.2.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"]
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 [[package]]
 name = "watchfiles"
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 [[package]]
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-    {file = "zipp-3.20.1.tar.gz", hash = "sha256:c22b14cc4763c5a5b04134207736c107db42e9d3ef2d9779d465f5f1bcba572b"},
+    {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"},
+    {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"},
 ]
 
 [package.extras]
@@ -4633,5 +4973,5 @@ type = ["pytest-mypy"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.10, <3.13"
-content-hash = "b59070159c750fac77ee0236f0f42c8ebeecdeb42933952cf567062fab076566"
+python-versions = ">=3.10,<4.0"
+content-hash = "d96d7a3919b34d16e06ca0d53e2fbdd0f576448387cacb6c867e13f3e1103ed3"
diff --git a/pyproject.toml b/pyproject.toml
index 7dcc10c4..46825421 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,26 +7,24 @@ license = "MIT"
 readme = "README.md"
 
 [tool.poetry.dependencies]
-python = ">=3.10, <3.13"
-langchain = "0.2.11"
-langgraph = "0.0.55"
+python = ">=3.10,<4.0"
+langchain = "0.3.3"
+langgraph = "0.2.38"
 ipython = "8.24.0"
 httpx = "0.27.0"
-langchain-community = "0.2.0"
-langchain-experimental = "0.0.59"
 pillow = "^10.3.0"
 pydantic = "^2.9.2"
+langchain-community = "0.3.2"
 
 
 [tool.poetry.group.dev.dependencies]
-langchain-mongodb = "^0.1.5"
-langchain-chroma = "^0.1.1"
+langchain-mongodb = "^0.2.0"
+langchain-chroma = "^0.1.4"
 langchainhub = "^0.1.17"
 pypdf = "^4.2.0"
 ipykernel = "^6.29.5"
-langchain-openai = "^0.1.8"
-openai-ratelimiter = "^0.5"
-langchain-anthropic = "^0.1.22"
+langchain-openai = "^0.2.2"
+langchain-anthropic = "^0.2.3"
 db-sqlite3 = "^0.0.1"
 peewee = "^3.17.6"
 python-dotenv = "^1.0.1"