diff --git a/alembic/versions/482cd6517ce4_add_default_user.py b/alembic/versions/482cd6517ce4_add_default_user.py
new file mode 100644
index 0000000000..06efa0c93e
--- /dev/null
+++ b/alembic/versions/482cd6517ce4_add_default_user.py
@@ -0,0 +1,49 @@
+"""add default user
+
+Revision ID: 482cd6517ce4
+Revises: 8057ae7329c2
+Create Date: 2023-01-01 00:00:00.000000
+
+"""
+from alembic import op
+import sqlalchemy as sa
+from sqlalchemy.sql import table, column
+import uuid
+
+# revision identifiers, used by Alembic.
+revision = '482cd6517ce4'
+down_revision = '8057ae7329c2'
+branch_labels = None
+depends_on = None
+
+
+def upgrade() -> None:
+    # Create a default admin user
+    users = table('users',
+        column('id', sa.String),
+        column('email', sa.String),
+        column('hashed_password', sa.String),
+        column('is_active', sa.Boolean),
+        column('is_superuser', sa.Boolean),
+        column('is_verified', sa.Boolean)
+    )
+    
+    # Default hashed password for 'admin@example.com' (this is a placeholder)
+    # In a real scenario, this would be properly hashed
+    hashed_password = '$2b$12$EixZaYVK1fsbw1ZfbX3OXePaWxn96p36WQoeG6Lruj3vjPGga31lW'  # 'password'
+    
+    op.bulk_insert(users, [
+        {
+            'id': str(uuid.uuid4()),
+            'email': 'admin@example.com',
+            'hashed_password': hashed_password,
+            'is_active': True,
+            'is_superuser': True,
+            'is_verified': True
+        }
+    ])
+
+
+def downgrade() -> None:
+    # Remove the default admin user
+    op.execute("DELETE FROM users WHERE email = 'admin@example.com'")
diff --git a/alembic/versions/8057ae7329c2_initial_migration.py b/alembic/versions/8057ae7329c2_initial_migration.py
new file mode 100644
index 0000000000..c8ec0813f1
--- /dev/null
+++ b/alembic/versions/8057ae7329c2_initial_migration.py
@@ -0,0 +1,36 @@
+"""initial migration
+
+Revision ID: 8057ae7329c2
+Revises: 
+Create Date: 2023-01-01 00:00:00.000000
+
+"""
+from alembic import op
+import sqlalchemy as sa
+from sqlalchemy.dialects import postgresql
+
+# revision identifiers, used by Alembic.
+revision = '8057ae7329c2'
+down_revision = None
+branch_labels = None
+depends_on = None
+
+
+def upgrade() -> None:
+    # Create tables for the initial database schema
+    op.create_table('users',
+        sa.Column('id', sa.String(length=36), nullable=False),
+        sa.Column('email', sa.String(length=320), nullable=False),
+        sa.Column('hashed_password', sa.String(length=1024), nullable=False),
+        sa.Column('is_active', sa.Boolean(), nullable=False),
+        sa.Column('is_superuser', sa.Boolean(), nullable=False),
+        sa.Column('is_verified', sa.Boolean(), nullable=False),
+        sa.PrimaryKeyConstraint('id')
+    )
+    op.create_index(op.f('ix_users_email'), 'users', ['email'], unique=True)
+
+
+def downgrade() -> None:
+    # Drop tables created in upgrade
+    op.drop_index(op.f('ix_users_email'), table_name='users')
+    op.drop_table('users')
diff --git a/docker-compose.yml b/docker-compose.yml
index 9b0e903a00..046e93f678 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -22,9 +22,28 @@ services:
     deploy:
       resources:
         limits:
-          cpus: '2.0'
-          memory: 8GB
+          cpus: '1.0'
+          memory: 2GB
+    depends_on:
+      - postgres
+
+  postgres:
+    image: pgvector/pgvector:pg17
+    container_name: cognee-postgres
+    networks:
+      - cognee-network
+    environment:
+      - POSTGRES_USER=cognee
+      - POSTGRES_PASSWORD=cognee
+      - POSTGRES_DB=cognee_db
+    ports:
+      - "5432:5432"
+    volumes:
+      - postgres_data:/var/lib/postgresql/data
 
 networks:
   cognee-network:
     name: cognee-network
+
+volumes:
+  postgres_data:
diff --git a/poetry.lock b/poetry.lock
index 65c4818c8f..2617d51a4c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand.
 
 [[package]]
 name = "aiobotocore"
@@ -7,6 +7,7 @@ description = "Async client for aws services using botocore and aiohttp"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "extra == \"filesystem\""
 files = [
     {file = "aiobotocore-2.21.1-py3-none-any.whl", hash = "sha256:bd7c49a6d6f8a3d9444b0a94417c8da13813b5c7eec1c4f0ec2db7e8ce8f23e7"},
     {file = "aiobotocore-2.21.1.tar.gz", hash = "sha256:010357f43004413e92a9d066bb0db1f241aeb29ffed306e9197061ffc94e6577"},
@@ -51,93 +52,93 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.11.16"
+version = "3.11.18"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "aiohttp-3.11.18.tar.gz", hash = "sha256:ae856e1138612b7e412db63b7708735cff4d38d0399f6a5435d3dac2669f558a"},
 ]
 
 [package.dependencies]
@@ -160,6 +161,7 @@ description = "itertools and builtins for AsyncIO and mixed iterables"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "extra == \"filesystem\""
 files = [
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@@ -449,7 +451,7 @@ description = "Timeout context manager for asyncio programs"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "python_version < \"3.11\""
+markers = "python_version == \"3.10\""
 files = [
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@@ -606,7 +608,7 @@ description = "Backport of CPython tarfile module"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"deepeval\" and python_version <= \"3.11\""
+markers = "python_version < \"3.12\" and extra == \"deepeval\""
 files = [
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@@ -637,15 +639,15 @@ extras = ["regex"]
 
 [[package]]
 name = "banks"
-version = "2.1.1"
+version = "2.1.2"
 description = "A prompt programming language"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"llama-index\" or extra == \"deepeval\""
 files = [
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 ]
 
 [package.dependencies]
@@ -725,14 +727,14 @@ typecheck = ["mypy"]
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.13.3"
+version = "4.13.4"
 description = "Screen-scraping library"
 optional = true
 python-versions = ">=3.7.0"
 groups = ["main", "dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1224,7 +1226,7 @@ files = [
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 ]
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+markers = {main = "(platform_system == \"Windows\" or sys_platform == \"win32\" or extra == \"chromadb\" or extra == \"llama-index\" or extra == \"deepeval\") and (platform_system == \"Windows\" or sys_platform == \"win32\" or os_name == \"nt\" or extra == \"llama-index\" or extra == \"deepeval\")", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
 
 [[package]]
 name = "coloredlogs"
@@ -1233,7 +1235,7 @@ description = "Colored terminal output for Python's logging module"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 groups = ["main"]
-markers = "python_version == \"3.10\" and (extra == \"chromadb\" or extra == \"codegraph\") or extra == \"chromadb\" or python_version == \"3.12\" and (extra == \"chromadb\" or extra == \"codegraph\") or python_version == \"3.11\" and (extra == \"chromadb\" or extra == \"codegraph\")"
+markers = "(extra == \"codegraph\" or extra == \"chromadb\") and (python_version < \"3.13\" or extra == \"chromadb\")"
 files = [
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@@ -1265,66 +1267,69 @@ test = ["pytest"]
 
 [[package]]
 name = "contourpy"
-version = "1.3.1"
+version = "1.3.2"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 optional = false
 python-versions = ">=3.10"
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 ]
 
 [package.dependencies]
@@ -1333,7 +1338,7 @@ numpy = ">=1.23"
 [package.extras]
 bokeh = ["bokeh", "selenium"]
 docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.11.1)", "types-Pillow"]
+mypy = ["bokeh", "contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.15.0)", "types-Pillow"]
 test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
 test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "wurlitzer"]
 
@@ -1701,14 +1706,14 @@ tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "dill"
-version = "0.3.9"
+version = "0.4.0"
 description = "serialize all of Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 ]
 
 [package.extras]
@@ -1847,7 +1852,7 @@ description = "Python datetimes made easy"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version >= \"3.13\""
+markers = "python_full_version == \"3.13.0\""
 files = [
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@@ -2030,7 +2035,7 @@ description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
-markers = "python_version < \"3.11\""
+markers = "python_version == \"3.10\""
 files = [
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 optional = true
 python-versions = ">=3.9.0"
 groups = ["main"]
-markers = "python_version < \"3.13\" and extra == \"codegraph\""
+markers = "extra == \"codegraph\" and python_version < \"3.13\""
 files = [
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 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "python_version == \"3.10\" and (extra == \"chromadb\" or extra == \"codegraph\") or extra == \"chromadb\" or python_version == \"3.12\" and (extra == \"chromadb\" or extra == \"codegraph\") or python_version == \"3.11\" and (extra == \"chromadb\" or extra == \"codegraph\")"
+markers = "(extra == \"codegraph\" or extra == \"chromadb\") and (python_version < \"3.13\" or extra == \"chromadb\")"
 files = [
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@@ -2322,104 +2327,116 @@ files = [
 
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+version = "1.6.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
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-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 [[package]]
@@ -2629,15 +2646,15 @@ uritemplate = ">=3.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.38.0"
+version = "2.39.0"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"chromadb\" or extra == \"gemini\""
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 ]
 
 [package.dependencies]
@@ -2646,12 +2663,14 @@ pyasn1-modules = ">=0.2.1"
 rsa = ">=3.1.4,<5"
 
 [package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "requests (>=2.20.0,<3.0.0)"]
 enterprise-cert = ["cryptography", "pyopenssl"]
-pyjwt = ["cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
-pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
+pyjwt = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
+pyopenssl = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
-requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
+requests = ["requests (>=2.20.0,<3.0.0)"]
+testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
+urllib3 = ["packaging", "urllib3"]
 
 [[package]]
 name = "google-auth-httplib2"
@@ -2672,14 +2691,14 @@ httplib2 = ">=0.19.0"
 
 [[package]]
 name = "google-generativeai"
-version = "0.8.4"
+version = "0.8.5"
 description = "Google Generative AI High level API client library and tools."
 optional = true
 python-versions = ">=3.9"
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@@ -2702,7 +2721,7 @@ description = "Common protobufs used in Google APIs"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"gemini\" or extra == \"chromadb\" or extra == \"deepeval\" or python_version < \"3.11\" and (extra == \"chromadb\" or extra == \"deepeval\" or extra == \"gemini\")"
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 ]
 
 [package.extras]
@@ -2907,7 +2908,7 @@ description = "HTTP/2-based RPC framework"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"gemini\" or extra == \"chromadb\" or extra == \"deepeval\" or extra == \"qdrant\" or extra == \"weaviate\" or extra == \"milvus\" or python_version < \"3.11\" and (extra == \"chromadb\" or extra == \"deepeval\" or extra == \"qdrant\" or extra == \"weaviate\" or extra == \"milvus\" or extra == \"gemini\")"
+markers = "extra == \"gemini\" or extra == \"chromadb\" or extra == \"deepeval\" or extra == \"qdrant\" or extra == \"weaviate\" or extra == \"milvus\""
 files = [
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@@ -3367,7 +3368,7 @@ description = "Human friendly output for text interfaces using Python"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 groups = ["main"]
-markers = "python_version == \"3.10\" and (extra == \"chromadb\" or extra == \"codegraph\") or extra == \"chromadb\" or python_version == \"3.12\" and (extra == \"chromadb\" or extra == \"codegraph\") or python_version == \"3.11\" and (extra == \"chromadb\" or extra == \"codegraph\")"
+markers = "(extra == \"codegraph\" or extra == \"chromadb\") and (python_version < \"3.13\" or extra == \"chromadb\")"
 files = [
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@@ -3406,14 +3407,14 @@ files = [
 
 [[package]]
 name = "identify"
-version = "2.6.9"
+version = "2.6.10"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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-    {file = "identify-2.6.9.tar.gz", hash = "sha256:d40dfe3142a1421d8518e3d3985ef5ac42890683e32306ad614a29490abeb6bf"},
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+    {file = "identify-2.6.10.tar.gz", hash = "sha256:45e92fd704f3da71cc3880036633f48b4b7265fd4de2b57627cb157216eb7eb8"},
 ]
 
 [package.extras]
@@ -3568,7 +3569,7 @@ description = "IPython: Productive Interactive Computing"
 optional = true
 python-versions = ">=3.10"
 groups = ["main", "dev"]
-markers = "python_version < \"3.11\""
+markers = "python_version == \"3.10\""
 files = [
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@@ -3962,6 +3963,8 @@ python-versions = "*"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -4545,15 +4548,15 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.51"
+version = "0.3.55"
 description = "Building applications with LLMs through composability"
 optional = true
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 markers = "extra == \"langchain\" or extra == \"deepeval\""
 files = [
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+    {file = "langchain_core-0.3.55-py3-none-any.whl", hash = "sha256:b3cb36bf37755a616158a79866657c6697b43a2f7c69dd723ce425f1c76c1baa"},
+    {file = "langchain_core-0.3.55.tar.gz", hash = "sha256:0f2b3e311621116a83510c70b0ac9d959030a0a457a69483535cff18501fedc9"},
 ]
 
 [package.dependencies]
@@ -4570,19 +4573,19 @@ typing-extensions = ">=4.7"
 
 [[package]]
 name = "langchain-openai"
-version = "0.3.12"
+version = "0.3.14"
 description = "An integration package connecting OpenAI and LangChain"
 optional = true
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 markers = "extra == \"deepeval\""
 files = [
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+    {file = "langchain_openai-0.3.14-py3-none-any.whl", hash = "sha256:b8e648d2d7678a5540818199d141ff727c6f1514294b3e1e999a95357c9d66a0"},
+    {file = "langchain_openai-0.3.14.tar.gz", hash = "sha256:0662db78620c2e5c3ccfc1c36dc959c0ddc80e6bdf7ef81632cbf4b2cc9b9461"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.49,<1.0.0"
+langchain-core = ">=0.3.53,<1.0.0"
 openai = ">=1.68.2,<2.0.0"
 tiktoken = ">=0.7,<1"
 
@@ -4620,14 +4623,14 @@ six = "*"
 
 [[package]]
 name = "langfuse"
-version = "2.60.2"
+version = "2.60.3"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
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-    {file = "langfuse-2.60.2.tar.gz", hash = "sha256:b63cba99c24358b3ec4bde63fb76c2825d162c4f5670862e6be43b9dafb530d9"},
+    {file = "langfuse-2.60.3-py3-none-any.whl", hash = "sha256:2b866c44f24d5f06b617d7f14f75a2e42577538b530e4e26dc6ad770d6d1399e"},
+    {file = "langfuse-2.60.3.tar.gz", hash = "sha256:171c0caf07a26282bd0403c6c15886ef1f447def42d6570684c94d6d9ae61d6e"},
 ]
 
 [package.dependencies]
@@ -4704,14 +4707,14 @@ valkey = ["valkey (>=6)"]
 
 [[package]]
 name = "litellm"
-version = "1.66.0"
+version = "1.67.0.post1"
 description = "Library to easily interface with LLM API providers"
 optional = false
 python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
 groups = ["main"]
 files = [
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-    {file = "litellm-1.66.0.tar.gz", hash = "sha256:15f592bab604233083dc8b79e1e510e7e234f06525efe4c4255732bfc7ceb219"},
+    {file = "litellm-1.67.0.post1-py3-none-any.whl", hash = "sha256:b7b3c6a6a032b059a45b326673d24318dc8b65b1016a93194c9ea7ee94b0e00d"},
+    {file = "litellm-1.67.0.post1.tar.gz", hash = "sha256:1adf69769ee5df93c834c093fad760f406feeb6c59e79638c3f448226887554d"},
 ]
 
 [package.dependencies]
@@ -4729,7 +4732,7 @@ tokenizers = "*"
 
 [package.extras]
 extra-proxy = ["azure-identity (>=1.15.0,<2.0.0)", "azure-keyvault-secrets (>=4.8.0,<5.0.0)", "google-cloud-kms (>=2.21.3,<3.0.0)", "prisma (==0.11.0)", "redisvl (>=0.4.1,<0.5.0) ; python_version >= \"3.9\" and python_version < \"3.14\"", "resend (>=0.8.0,<0.9.0)"]
-proxy = ["PyJWT (>=2.8.0,<3.0.0)", "apscheduler (>=3.10.4,<4.0.0)", "backoff", "boto3 (==1.34.34)", "cryptography (>=43.0.1,<44.0.0)", "fastapi (>=0.115.5,<0.116.0)", "fastapi-sso (>=0.16.0,<0.17.0)", "gunicorn (>=23.0.0,<24.0.0)", "litellm-proxy-extras (==0.1.7)", "mcp (==1.5.0) ; python_version >= \"3.10\"", "orjson (>=3.9.7,<4.0.0)", "pynacl (>=1.5.0,<2.0.0)", "python-multipart (>=0.0.18,<0.0.19)", "pyyaml (>=6.0.1,<7.0.0)", "rq", "uvicorn (>=0.29.0,<0.30.0)", "uvloop (>=0.21.0,<0.22.0)", "websockets (>=13.1.0,<14.0.0)"]
+proxy = ["PyJWT (>=2.8.0,<3.0.0)", "apscheduler (>=3.10.4,<4.0.0)", "backoff", "boto3 (==1.34.34)", "cryptography (>=43.0.1,<44.0.0)", "fastapi (>=0.115.5,<0.116.0)", "fastapi-sso (>=0.16.0,<0.17.0)", "gunicorn (>=23.0.0,<24.0.0)", "litellm-proxy-extras (==0.1.11)", "mcp (==1.5.0) ; python_version >= \"3.10\"", "orjson (>=3.9.7,<4.0.0)", "pynacl (>=1.5.0,<2.0.0)", "python-multipart (>=0.0.18,<0.0.19)", "pyyaml (>=6.0.1,<7.0.0)", "rq", "uvicorn (>=0.29.0,<0.30.0)", "uvloop (>=0.21.0,<0.22.0)", "websockets (>=13.1.0,<14.0.0)"]
 
 [[package]]
 name = "llama-cloud"
@@ -4772,21 +4775,21 @@ python-dotenv = ">=1.0.1,<2.0.0"
 
 [[package]]
 name = "llama-index"
-version = "0.12.30"
+version = "0.12.32"
 description = "Interface between LLMs and your data"
 optional = true
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 markers = "extra == \"deepeval\""
 files = [
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+    {file = "llama_index-0.12.32-py3-none-any.whl", hash = "sha256:47a1dbf9b8208d67c95e1f87163265fe1d71122dd2a8c4e498bf8ff05431ebef"},
+    {file = "llama_index-0.12.32.tar.gz", hash = "sha256:c0ed5e5f9d69c110227f5fb2062dadaf7a99e70a66ae0998afc8e799dbec7c97"},
 ]
 
 [package.dependencies]
 llama-index-agent-openai = ">=0.4.0,<0.5.0"
 llama-index-cli = ">=0.4.1,<0.5.0"
-llama-index-core = ">=0.12.30,<0.13.0"
+llama-index-core = ">=0.12.32,<0.13.0"
 llama-index-embeddings-openai = ">=0.3.0,<0.4.0"
 llama-index-indices-managed-llama-cloud = ">=0.4.0"
 llama-index-llms-openai = ">=0.3.0,<0.4.0"
@@ -4835,15 +4838,15 @@ llama-index-llms-openai = ">=0.3.0,<0.4.0"
 
 [[package]]
 name = "llama-index-core"
-version = "0.12.30"
+version = "0.12.32"
 description = "Interface between LLMs and your data"
 optional = true
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 markers = "extra == \"llama-index\" or extra == \"deepeval\""
 files = [
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+    {file = "llama_index_core-0.12.32-py3-none-any.whl", hash = "sha256:4cad0be8c31cc8a0250d68205b3c193e5f97f3a33b3ecc2d81df365aa23d120e"},
+    {file = "llama_index_core-0.12.32.tar.gz", hash = "sha256:7fae277ae88e0fd9507ee06b6ddb96b72ad2f57e4695047dd5e6d68014a0b6b9"},
 ]
 
 [package.dependencies]
@@ -4907,15 +4910,15 @@ llama-index-core = ">=0.12.0,<0.13.0"
 
 [[package]]
 name = "llama-index-llms-openai"
-version = "0.3.33"
+version = "0.3.38"
 description = "llama-index llms openai integration"
 optional = true
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 markers = "extra == \"deepeval\""
 files = [
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 ]
 
 [package.dependencies]
@@ -5038,7 +5041,7 @@ description = "Python logging made (stupidly) simple"
 optional = true
 python-versions = "<4.0,>=3.5"
 groups = ["main"]
-markers = "python_version < \"3.13\" and extra == \"codegraph\""
+markers = "extra == \"codegraph\" and python_version < \"3.13\""
 files = [
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@@ -5608,14 +5611,14 @@ pyyaml = ">=5.1"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.6.11"
+version = "9.6.12"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 groups = ["docs"]
 files = [
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 ]
 
 [package.dependencies]
@@ -5718,7 +5721,7 @@ description = "Python extension for MurmurHash (MurmurHash3), a set of fast and
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"codegraph\" or extra == \"chromadb\") and python_version < \"3.13\" or extra == \"chromadb\""
+markers = "(extra == \"codegraph\" or extra == \"chromadb\") and (python_version < \"3.13\" or extra == \"chromadb\")"
 files = [
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@@ -5844,7 +5847,7 @@ description = "Python library for arbitrary-precision floating-point arithmetic"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "python_version == \"3.10\" and (extra == \"chromadb\" or extra == \"codegraph\") or extra == \"chromadb\" or python_version == \"3.12\" and (extra == \"chromadb\" or extra == \"codegraph\") or python_version == \"3.11\" and (extra == \"chromadb\" or extra == \"codegraph\")"
+markers = "(extra == \"codegraph\" or extra == \"chromadb\") and (python_version < \"3.13\" or extra == \"chromadb\")"
 files = [
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@@ -6042,15 +6045,15 @@ markers = {main = "extra == \"llama-index\" or extra == \"deepeval\" or extra ==
 
 [[package]]
 name = "narwhals"
-version = "1.34.1"
+version = "1.35.0"
 description = "Extremely lightweight compatibility layer between dataframe libraries"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"evals\""
 files = [
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+    {file = "narwhals-1.35.0.tar.gz", hash = "sha256:07477d18487fbc940243b69818a177ed7119b737910a8a254fb67688b48a7c96"},
 ]
 
 [package.extras]
@@ -6397,15 +6400,15 @@ tests = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "ollama"
-version = "0.4.7"
+version = "0.4.8"
 description = "The official Python client for Ollama."
 optional = true
 python-versions = "<4.0,>=3.8"
 groups = ["main"]
 markers = "extra == \"deepeval\""
 files = [
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+    {file = "ollama-0.4.8.tar.gz", hash = "sha256:1121439d49b96fa8339842965d0616eba5deb9f8c790786cdf4c0b3df4833802"},
 ]
 
 [package.dependencies]
@@ -6414,31 +6417,31 @@ pydantic = ">=2.9.0,<3.0.0"
 
 [[package]]
 name = "onnxruntime"
-version = "1.21.0"
+version = "1.21.1"
 description = "ONNX Runtime is a runtime accelerator for Machine Learning models"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version == \"3.10\" and (extra == \"chromadb\" or extra == \"codegraph\") or extra == \"chromadb\" or python_version == \"3.12\" and (extra == \"chromadb\" or extra == \"codegraph\") or python_version == \"3.11\" and (extra == \"chromadb\" or extra == \"codegraph\")"
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 ]
 
 [package.dependencies]
@@ -6451,14 +6454,14 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.73.0"
+version = "1.75.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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-    {file = "openai-1.73.0.tar.gz", hash = "sha256:b58ea39ba589de07db85c9905557ac12d2fc77600dcd2b92a08b99c9a3dce9e0"},
+    {file = "openai-1.75.0-py3-none-any.whl", hash = "sha256:fe6f932d2ded3b429ff67cc9ad118c71327db32eb9d32dd723de3acfca337125"},
+    {file = "openai-1.75.0.tar.gz", hash = "sha256:fb3ea907efbdb1bcfd0c44507ad9c961afd7dce3147292b54505ecfd17be8fd1"},
 ]
 
 [package.dependencies]
@@ -6494,15 +6497,15 @@ et-xmlfile = "*"
 
 [[package]]
 name = "opentelemetry-api"
-version = "1.32.0"
+version = "1.32.1"
 description = "OpenTelemetry Python API"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"chromadb\" or extra == \"deepeval\""
 files = [
-    {file = "opentelemetry_api-1.32.0-py3-none-any.whl", hash = "sha256:15df743c765078611f376037b0d9111ec5c1febf2ec9440cdd919370faa1ce55"},
-    {file = "opentelemetry_api-1.32.0.tar.gz", hash = "sha256:2623280c916f9b19cad0aa4280cb171265f19fd2909b0d47e4f06f7c83b02cb5"},
+    {file = "opentelemetry_api-1.32.1-py3-none-any.whl", hash = "sha256:bbd19f14ab9f15f0e85e43e6a958aa4cb1f36870ee62b7fd205783a112012724"},
+    {file = "opentelemetry_api-1.32.1.tar.gz", hash = "sha256:a5be71591694a4d9195caf6776b055aa702e964d961051a0715d05f8632c32fb"},
 ]
 
 [package.dependencies]
@@ -6511,31 +6514,31 @@ importlib-metadata = ">=6.0,<8.7.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-common"
-version = "1.32.0"
+version = "1.32.1"
 description = "OpenTelemetry Protobuf encoding"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"chromadb\" or extra == \"deepeval\""
 files = [
-    {file = "opentelemetry_exporter_otlp_proto_common-1.32.0-py3-none-any.whl", hash = "sha256:277a63a18768b3b460d082a489f6f80d4ae2c1e6b185bb701c6bd4e91405e4bd"},
-    {file = "opentelemetry_exporter_otlp_proto_common-1.32.0.tar.gz", hash = "sha256:2bca672f2a279c4f517115e635c0cc1269d07b2982a36681c521f7e56179a222"},
+    {file = "opentelemetry_exporter_otlp_proto_common-1.32.1-py3-none-any.whl", hash = "sha256:a1e9ad3d0d9a9405c7ff8cdb54ba9b265da16da9844fe36b8c9661114b56c5d9"},
+    {file = "opentelemetry_exporter_otlp_proto_common-1.32.1.tar.gz", hash = "sha256:da4edee4f24aaef109bfe924efad3a98a2e27c91278115505b298ee61da5d68e"},
 ]
 
 [package.dependencies]
-opentelemetry-proto = "1.32.0"
+opentelemetry-proto = "1.32.1"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-grpc"
-version = "1.32.0"
+version = "1.32.1"
 description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"chromadb\" or extra == \"deepeval\""
 files = [
-    {file = "opentelemetry_exporter_otlp_proto_grpc-1.32.0-py3-none-any.whl", hash = "sha256:85b7c42bebe48ef55866793a3123ebf357dcaf629d961b27067025fd60104dbe"},
-    {file = "opentelemetry_exporter_otlp_proto_grpc-1.32.0.tar.gz", hash = "sha256:c069c5d5f429a46fb1001f38191730939f593789c847648e4cea26dc8b6018a8"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.32.1-py3-none-any.whl", hash = "sha256:18f0bb17a732e73840eee562b760a40b6af6a4ab3e852bccf625c5fb04fbd2cd"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.32.1.tar.gz", hash = "sha256:e01157104c9f5d81fb404b66db0653a75ec606754445491c831301480c2a3950"},
 ]
 
 [package.dependencies]
@@ -6546,86 +6549,86 @@ grpcio = [
     {version = ">=1.66.2,<2.0.0", markers = "python_version >= \"3.13\""},
 ]
 opentelemetry-api = ">=1.15,<2.0"
-opentelemetry-exporter-otlp-proto-common = "1.32.0"
-opentelemetry-proto = "1.32.0"
-opentelemetry-sdk = ">=1.32.0,<1.33.0"
+opentelemetry-exporter-otlp-proto-common = "1.32.1"
+opentelemetry-proto = "1.32.1"
+opentelemetry-sdk = ">=1.32.1,<1.33.0"
 
 [[package]]
 name = "opentelemetry-instrumentation"
-version = "0.53b0"
+version = "0.53b1"
 description = "Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"chromadb\""
 files = [
-    {file = "opentelemetry_instrumentation-0.53b0-py3-none-any.whl", hash = "sha256:70600778fd567c9c5fbfca181378ae179c0dec3ff613171707d3d77c360ff105"},
-    {file = "opentelemetry_instrumentation-0.53b0.tar.gz", hash = "sha256:f2c21d71a3cdf28c656e3d90d247ee7558fb9b0239b3d9e9190266499dbed9d2"},
+    {file = "opentelemetry_instrumentation-0.53b1-py3-none-any.whl", hash = "sha256:c07850cecfbc51e8b357f56d5886ae5ccaa828635b220d0f5e78f941ea9a83ca"},
+    {file = "opentelemetry_instrumentation-0.53b1.tar.gz", hash = "sha256:0e69ca2c75727e8a300de671c4a2ec0e86e63a8e906beaa5d6c9f5228e8687e5"},
 ]
 
 [package.dependencies]
 opentelemetry-api = ">=1.4,<2.0"
-opentelemetry-semantic-conventions = "0.53b0"
+opentelemetry-semantic-conventions = "0.53b1"
 packaging = ">=18.0"
 wrapt = ">=1.0.0,<2.0.0"
 
 [[package]]
 name = "opentelemetry-instrumentation-asgi"
-version = "0.53b0"
+version = "0.53b1"
 description = "ASGI instrumentation for OpenTelemetry"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"chromadb\""
 files = [
-    {file = "opentelemetry_instrumentation_asgi-0.53b0-py3-none-any.whl", hash = "sha256:a2e242e0633541150bf8e42ed983f8aeec94acb397bc67a3dbdb47933bfdc7f8"},
-    {file = "opentelemetry_instrumentation_asgi-0.53b0.tar.gz", hash = "sha256:b82d7cecdd6a4239ee87e1c629bfd7dae208142ddbb24528d9a9274eb2bc4e44"},
+    {file = "opentelemetry_instrumentation_asgi-0.53b1-py3-none-any.whl", hash = "sha256:5f8422eff0a9e3ecb052a8726335925610bb9bd7bb1acf1619c2c28dc3c04842"},
+    {file = "opentelemetry_instrumentation_asgi-0.53b1.tar.gz", hash = "sha256:74b7a023787c574f2dd5ed9376e5b921c14501ba1b281ec8527eaadc442563e7"},
 ]
 
 [package.dependencies]
 asgiref = ">=3.0,<4.0"
 opentelemetry-api = ">=1.12,<2.0"
-opentelemetry-instrumentation = "0.53b0"
-opentelemetry-semantic-conventions = "0.53b0"
-opentelemetry-util-http = "0.53b0"
+opentelemetry-instrumentation = "0.53b1"
+opentelemetry-semantic-conventions = "0.53b1"
+opentelemetry-util-http = "0.53b1"
 
 [package.extras]
 instruments = ["asgiref (>=3.0,<4.0)"]
 
 [[package]]
 name = "opentelemetry-instrumentation-fastapi"
-version = "0.53b0"
+version = "0.53b1"
 description = "OpenTelemetry FastAPI Instrumentation"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"chromadb\""
 files = [
-    {file = "opentelemetry_instrumentation_fastapi-0.53b0-py3-none-any.whl", hash = "sha256:c29b7b3f5ca5aeb89436a605ac481467630bc761a241cc4258058ba00e6d40ed"},
-    {file = "opentelemetry_instrumentation_fastapi-0.53b0.tar.gz", hash = "sha256:a901ded31595d6e64d35c92379c08d8314baffc8715653ac42349b6140c725ce"},
+    {file = "opentelemetry_instrumentation_fastapi-0.53b1-py3-none-any.whl", hash = "sha256:f8ed5b65e9086b86caeae191fcf798ec7b47469ac7f0341461acc03886278741"},
+    {file = "opentelemetry_instrumentation_fastapi-0.53b1.tar.gz", hash = "sha256:24e98ddd1bd8164069e68e36c47bb729fefb0a851e6dd520f4fc81c3bbc54147"},
 ]
 
 [package.dependencies]
 opentelemetry-api = ">=1.12,<2.0"
-opentelemetry-instrumentation = "0.53b0"
-opentelemetry-instrumentation-asgi = "0.53b0"
-opentelemetry-semantic-conventions = "0.53b0"
-opentelemetry-util-http = "0.53b0"
+opentelemetry-instrumentation = "0.53b1"
+opentelemetry-instrumentation-asgi = "0.53b1"
+opentelemetry-semantic-conventions = "0.53b1"
+opentelemetry-util-http = "0.53b1"
 
 [package.extras]
 instruments = ["fastapi (>=0.58,<1.0)"]
 
 [[package]]
 name = "opentelemetry-proto"
-version = "1.32.0"
+version = "1.32.1"
 description = "OpenTelemetry Python Proto"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"chromadb\" or extra == \"deepeval\""
 files = [
-    {file = "opentelemetry_proto-1.32.0-py3-none-any.whl", hash = "sha256:f699269dc037e18fba05442580a8682c9fbd0f4c7f5addfed82c44be0c53c5ff"},
-    {file = "opentelemetry_proto-1.32.0.tar.gz", hash = "sha256:f8b70ae52f4ef8a4e4c0760e87c9071e07ece2618c080d4839bef44c0156cd44"},
+    {file = "opentelemetry_proto-1.32.1-py3-none-any.whl", hash = "sha256:fe56df31033ab0c40af7525f8bf4c487313377bbcfdf94184b701a8ccebc800e"},
+    {file = "opentelemetry_proto-1.32.1.tar.gz", hash = "sha256:bc6385ccf87768f029371535312071a2d09e6c9ebf119ac17dbc825a6a56ba53"},
 ]
 
 [package.dependencies]
@@ -6633,50 +6636,50 @@ protobuf = ">=5.0,<6.0"
 
 [[package]]
 name = "opentelemetry-sdk"
-version = "1.32.0"
+version = "1.32.1"
 description = "OpenTelemetry Python SDK"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"chromadb\" or extra == \"deepeval\""
 files = [
-    {file = "opentelemetry_sdk-1.32.0-py3-none-any.whl", hash = "sha256:ed252d035c22a15536c1f603ca089298daab60850fc2f5ddfa95d95cc1c043ea"},
-    {file = "opentelemetry_sdk-1.32.0.tar.gz", hash = "sha256:5ff07fb371d1ab1189fa7047702e2e888b5403c5efcbb18083cae0d5aa5f58d2"},
+    {file = "opentelemetry_sdk-1.32.1-py3-none-any.whl", hash = "sha256:bba37b70a08038613247bc42beee5a81b0ddca422c7d7f1b097b32bf1c7e2f17"},
+    {file = "opentelemetry_sdk-1.32.1.tar.gz", hash = "sha256:8ef373d490961848f525255a42b193430a0637e064dd132fd2a014d94792a092"},
 ]
 
 [package.dependencies]
-opentelemetry-api = "1.32.0"
-opentelemetry-semantic-conventions = "0.53b0"
+opentelemetry-api = "1.32.1"
+opentelemetry-semantic-conventions = "0.53b1"
 typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "opentelemetry-semantic-conventions"
-version = "0.53b0"
+version = "0.53b1"
 description = "OpenTelemetry Semantic Conventions"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"chromadb\" or extra == \"deepeval\""
 files = [
-    {file = "opentelemetry_semantic_conventions-0.53b0-py3-none-any.whl", hash = "sha256:561da89f766ab51615c0e72b12329e0a1bc16945dbd62c8646ffc74e36a1edff"},
-    {file = "opentelemetry_semantic_conventions-0.53b0.tar.gz", hash = "sha256:05b7908e1da62d72f9bf717ed25c72f566fe005a2dd260c61b11e025f2552cf6"},
+    {file = "opentelemetry_semantic_conventions-0.53b1-py3-none-any.whl", hash = "sha256:21df3ed13f035f8f3ea42d07cbebae37020367a53b47f1ebee3b10a381a00208"},
+    {file = "opentelemetry_semantic_conventions-0.53b1.tar.gz", hash = "sha256:4c5a6fede9de61211b2e9fc1e02e8acacce882204cd770177342b6a3be682992"},
 ]
 
 [package.dependencies]
 deprecated = ">=1.2.6"
-opentelemetry-api = "1.32.0"
+opentelemetry-api = "1.32.1"
 
 [[package]]
 name = "opentelemetry-util-http"
-version = "0.53b0"
+version = "0.53b1"
 description = "Web util for OpenTelemetry"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"chromadb\""
 files = [
-    {file = "opentelemetry_util_http-0.53b0-py3-none-any.whl", hash = "sha256:eca40d8cd1c1149081142c44756c0a2da0be306931339b839e1b436a9de101a4"},
-    {file = "opentelemetry_util_http-0.53b0.tar.gz", hash = "sha256:521111872be0cdfd4346e15e9d4822aeeb8501b094c721ef49c26277b286084e"},
+    {file = "opentelemetry_util_http-0.53b1-py3-none-any.whl", hash = "sha256:ee7ecc1cbe4598535a95eaf7742f80c0c924843bf8f7ef3bab4963a228a94dd0"},
+    {file = "opentelemetry_util_http-0.53b1.tar.gz", hash = "sha256:7b0356584400b3406a643e244d36ff1bbb7c95e3b5ed0509d212e4a11c050a0e"},
 ]
 
 [[package]]
@@ -6892,8 +6895,8 @@ files = [
 [package.dependencies]
 numpy = [
     {version = ">=1.22.4", markers = "python_version < \"3.11\""},
-    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
     {version = ">=1.23.2", markers = "python_version == \"3.11\""},
+    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -6984,96 +6987,77 @@ test = ["Faker (>=1.0.8)", "allpairspy (>=2)", "click (>=6.2)", "pytest (>=6.0.1
 
 [[package]]
 name = "pendulum"
-version = "3.0.0"
+version = "3.1.0"
 description = "Python datetimes made easy"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "python_version < \"3.13\""
 files = [
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+    {file = "pendulum-3.1.0.tar.gz", hash = "sha256:66f96303560f41d097bee7d2dc98ffca716fbb3a832c4b3062034c2d45865015"},
 ]
 
 [package.dependencies]
@@ -7319,15 +7303,15 @@ tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "p
 
 [[package]]
 name = "posthog"
-version = "3.24.1"
+version = "3.25.0"
 description = "Integrate PostHog into any python application."
 optional = true
 python-versions = "*"
 groups = ["main"]
 markers = "extra == \"chromadb\" or extra == \"posthog\""
 files = [
-    {file = "posthog-3.24.1-py2.py3-none-any.whl", hash = "sha256:d4d1c13854cd5bc007bcc396d38dc8d047429709faf4c7bc2f5af246e2a3f76d"},
-    {file = "posthog-3.24.1.tar.gz", hash = "sha256:1b854b1d70b26d9add1fd3755b4f72acb565db32722cc5d076d9db799187753e"},
+    {file = "posthog-3.25.0-py2.py3-none-any.whl", hash = "sha256:85db78c13d1ecb11aed06fad53759c4e8fb3633442c2f3d0336bc0ce8a585d30"},
+    {file = "posthog-3.25.0.tar.gz", hash = "sha256:9168f3e7a0a5571b6b1065c41b3c171fbc68bfe72c3ac0bfd6e3d2fcdb7df2ca"},
 ]
 
 [package.dependencies]
@@ -7380,14 +7364,14 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.50"
+version = "3.0.51"
 description = "Library for building powerful interactive command lines in Python"
 optional = true
-python-versions = ">=3.8.0"
+python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
-    {file = "prompt_toolkit-3.0.50-py3-none-any.whl", hash = "sha256:9b6427eb19e479d98acff65196a307c555eb567989e6d88ebbb1b509d9779198"},
-    {file = "prompt_toolkit-3.0.50.tar.gz", hash = "sha256:544748f3860a2623ca5cd6d2795e7a14f3d0e1c3c9728359013f79877fc89bab"},
+    {file = "prompt_toolkit-3.0.51-py3-none-any.whl", hash = "sha256:52742911fde84e2d423e2f9a4cf1de7d7ac4e51958f648d9540e0fb8db077b07"},
+    {file = "prompt_toolkit-3.0.51.tar.gz", hash = "sha256:931a162e3b27fc90c86f1b48bb1fb2c528c2761475e57c9c06de13311c7b54ed"},
 ]
 
 [package.dependencies]
@@ -7527,7 +7511,7 @@ description = ""
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "python_version == \"3.10\" and extra == \"codegraph\" or (extra == \"chromadb\" or extra == \"qdrant\" or extra == \"weaviate\" or extra == \"deepeval\" or extra == \"gemini\" or extra == \"milvus\") and python_version < \"3.11\" or (python_version == \"3.12\" or extra == \"gemini\" or extra == \"qdrant\" or extra == \"weaviate\" or extra == \"chromadb\" or extra == \"deepeval\" or extra == \"milvus\") and (extra == \"codegraph\" or extra == \"gemini\" or extra == \"chromadb\" or extra == \"qdrant\" or extra == \"weaviate\" or extra == \"deepeval\" or extra == \"milvus\") and python_version >= \"3.12\" or python_version == \"3.11\" and (extra == \"codegraph\" or extra == \"gemini\" or extra == \"chromadb\" or extra == \"qdrant\" or extra == \"weaviate\" or extra == \"deepeval\" or extra == \"milvus\")"
+markers = "(python_version < \"3.13\" or extra == \"gemini\" or extra == \"qdrant\" or extra == \"weaviate\" or extra == \"chromadb\" or extra == \"deepeval\" or extra == \"milvus\") and (extra == \"codegraph\" or extra == \"chromadb\" or extra == \"qdrant\" or extra == \"weaviate\" or extra == \"gemini\" or extra == \"deepeval\" or extra == \"milvus\")"
 files = [
     {file = "protobuf-5.29.4-cp310-abi3-win32.whl", hash = "sha256:13eb236f8eb9ec34e63fc8b1d6efd2777d062fa6aaa68268fb67cf77f6839ad7"},
     {file = "protobuf-5.29.4-cp310-abi3-win_amd64.whl", hash = "sha256:bcefcdf3976233f8a502d265eb65ea740c989bacc6c30a58290ed0e519eb4b8d"},
@@ -7581,6 +7565,7 @@ files = [
     {file = "psycopg2-2.9.10-cp311-cp311-win_amd64.whl", hash = "sha256:0435034157049f6846e95103bd8f5a668788dd913a7c30162ca9503fdf542cb4"},
     {file = "psycopg2-2.9.10-cp312-cp312-win32.whl", hash = "sha256:65a63d7ab0e067e2cdb3cf266de39663203d38d6a8ed97f5ca0cb315c73fe067"},
     {file = "psycopg2-2.9.10-cp312-cp312-win_amd64.whl", hash = "sha256:4a579d6243da40a7b3182e0430493dbd55950c493d8c68f4eec0b302f6bbf20e"},
+    {file = "psycopg2-2.9.10-cp313-cp313-win_amd64.whl", hash = "sha256:91fd603a2155da8d0cfcdbf8ab24a2d54bca72795b90d2a3ed2b6da8d979dee2"},
     {file = "psycopg2-2.9.10-cp39-cp39-win32.whl", hash = "sha256:9d5b3b94b79a844a986d029eee38998232451119ad653aea42bb9220a8c5066b"},
     {file = "psycopg2-2.9.10-cp39-cp39-win_amd64.whl", hash = "sha256:88138c8dedcbfa96408023ea2b0c369eda40fe5d75002c0964c78f46f11fa442"},
     {file = "psycopg2-2.9.10.tar.gz", hash = "sha256:12ec0b40b0273f95296233e8750441339298e6a572f7039da5b260e3c8b60e11"},
@@ -7641,7 +7626,7 @@ description = "Fast and parallel snowball stemmer"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "python_version < \"3.13\" and extra == \"codegraph\""
+markers = "extra == \"codegraph\" and python_version < \"3.13\""
 files = [
     {file = "py_rust_stemmers-0.1.5-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:bfbd9034ae00419ff2154e33b8f5b4c4d99d1f9271f31ed059e5c7e9fa005844"},
     {file = "py_rust_stemmers-0.1.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c7162ae66df2bb0fc39b350c24a049f5f5151c03c046092ba095c2141ec223a2"},
@@ -7942,22 +7927,25 @@ typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
 [[package]]
 name = "pydantic-settings"
-version = "2.8.1"
+version = "2.9.1"
 description = "Settings management using Pydantic"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "pydantic_settings-2.8.1-py3-none-any.whl", hash = "sha256:81942d5ac3d905f7f3ee1a70df5dfb62d5569c12f51a5a647defc1c3d9ee2e9c"},
-    {file = "pydantic_settings-2.8.1.tar.gz", hash = "sha256:d5c663dfbe9db9d5e1c646b2e161da12f0d734d422ee56f567d0ea2cee4e8585"},
+    {file = "pydantic_settings-2.9.1-py3-none-any.whl", hash = "sha256:59b4f431b1defb26fe620c71a7d3968a710d719f5f4cdbbdb7926edeb770f6ef"},
+    {file = "pydantic_settings-2.9.1.tar.gz", hash = "sha256:c509bf79d27563add44e8446233359004ed85066cd096d8b510f715e6ef5d268"},
 ]
 
 [package.dependencies]
 pydantic = ">=2.7.0"
 python-dotenv = ">=0.21.0"
+typing-inspection = ">=0.4.0"
 
 [package.extras]
+aws-secrets-manager = ["boto3 (>=1.35.0)", "boto3-stubs[secretsmanager]"]
 azure-key-vault = ["azure-identity (>=1.16.0)", "azure-keyvault-secrets (>=4.8.0)"]
+gcp-secret-manager = ["google-cloud-secret-manager (>=2.23.1)"]
 toml = ["tomli (>=2.0.1)"]
 yaml = ["pyyaml (>=6.0.1)"]
 
@@ -8043,8 +8031,8 @@ astroid = ">=3.3.8,<=3.4.0.dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 dill = [
     {version = ">=0.2", markers = "python_version < \"3.11\""},
+    {version = ">=0.3.6", markers = "python_version >= \"3.11\""},
     {version = ">=0.3.7", markers = "python_version >= \"3.12\""},
-    {version = ">=0.3.6", markers = "python_version == \"3.11\""},
 ]
 isort = ">=4.2.5,<5.13 || >5.13,<7"
 mccabe = ">=0.6,<0.8"
@@ -8185,7 +8173,7 @@ description = "A python implementation of GNU readline."
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "sys_platform == \"win32\" and (python_version == \"3.10\" or extra == \"chromadb\" or extra == \"codegraph\") and (extra == \"chromadb\" or python_version == \"3.12\" or python_version == \"3.10\" or python_version == \"3.11\") and (extra == \"codegraph\" or extra == \"chromadb\")"
+markers = "sys_platform == \"win32\" and (extra == \"codegraph\" or extra == \"chromadb\") and (python_version < \"3.13\" or extra == \"chromadb\")"
 files = [
     {file = "pyreadline3-3.5.4-py3-none-any.whl", hash = "sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6"},
     {file = "pyreadline3-3.5.4.tar.gz", hash = "sha256:8d57d53039a1c75adba8e50dd3d992b28143480816187ea5efbd5c78e6c885b7"},
@@ -8542,7 +8530,7 @@ files = [
     {file = "pywin32-310-cp39-cp39-win32.whl", hash = "sha256:851c8d927af0d879221e616ae1f66145253537bbdd321a77e8ef701b443a9a1a"},
     {file = "pywin32-310-cp39-cp39-win_amd64.whl", hash = "sha256:96867217335559ac619f00ad70e513c0fcf84b8a3af9fc2bba3b59b97da70475"},
 ]
-markers = {main = "(extra == \"qdrant\" or extra == \"deepeval\") and platform_system == \"Windows\" or sys_platform == \"win32\"", dev = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
+markers = {main = "(extra == \"qdrant\" or extra == \"deepeval\" or sys_platform == \"win32\") and (platform_system == \"Windows\" or sys_platform == \"win32\")", dev = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
 
 [[package]]
 name = "pywin32-ctypes"
@@ -8779,7 +8767,7 @@ description = "Client library for the Qdrant vector search engine"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "python_version >= \"3.13\" and extra == \"qdrant\""
+markers = "python_full_version == \"3.13.0\" and extra == \"qdrant\""
 files = [
     {file = "qdrant_client-1.12.1-py3-none-any.whl", hash = "sha256:b2d17ce18e9e767471368380dd3bbc4a0e3a0e2061fedc9af3542084b48451e0"},
     {file = "qdrant_client-1.12.1.tar.gz", hash = "sha256:35e8e646f75b7b883b3d2d0ee4c69c5301000bba41c82aa546e985db0f1aeb72"},
@@ -8805,7 +8793,7 @@ description = "Client library for the Qdrant vector search engine"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version < \"3.13\" and extra == \"qdrant\""
+markers = "extra == \"qdrant\" and python_version < \"3.13\""
 files = [
     {file = "qdrant_client-1.13.3-py3-none-any.whl", hash = "sha256:f52cacbb936e547d3fceb1aaed3e3c56be0ebfd48e8ea495ea3dbc89c671d1d2"},
     {file = "qdrant_client-1.13.3.tar.gz", hash = "sha256:61ca09e07c6d7ac0dfbdeb13dca4fe5f3e08fa430cb0d74d66ef5d023a70adfc"},
@@ -9376,15 +9364,15 @@ files = [
 
 [[package]]
 name = "rsa"
-version = "4.9"
+version = "4.9.1"
 description = "Pure-Python RSA implementation"
 optional = true
-python-versions = ">=3.6,<4"
+python-versions = "<4,>=3.6"
 groups = ["main"]
 markers = "extra == \"chromadb\" or extra == \"gemini\""
 files = [
-    {file = "rsa-4.9-py3-none-any.whl", hash = "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7"},
-    {file = "rsa-4.9.tar.gz", hash = "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"},
+    {file = "rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762"},
+    {file = "rsa-4.9.1.tar.gz", hash = "sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75"},
 ]
 
 [package.dependencies]
@@ -9392,30 +9380,30 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "ruff"
-version = "0.11.5"
+version = "0.11.6"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
 files = [
-    {file = "ruff-0.11.5-py3-none-linux_armv6l.whl", hash = "sha256:2561294e108eb648e50f210671cc56aee590fb6167b594144401532138c66c7b"},
-    {file = "ruff-0.11.5-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:ac12884b9e005c12d0bd121f56ccf8033e1614f736f766c118ad60780882a077"},
-    {file = "ruff-0.11.5-py3-none-macosx_11_0_arm64.whl", hash = "sha256:4bfd80a6ec559a5eeb96c33f832418bf0fb96752de0539905cf7b0cc1d31d779"},
-    {file = "ruff-0.11.5-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0947c0a1afa75dcb5db4b34b070ec2bccee869d40e6cc8ab25aca11a7d527794"},
-    {file = "ruff-0.11.5-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ad871ff74b5ec9caa66cb725b85d4ef89b53f8170f47c3406e32ef040400b038"},
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 ]
 
 [[package]]
@@ -9425,6 +9413,7 @@ description = "Convenient Filesystem interface over S3"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
+markers = "extra == \"filesystem\""
 files = [
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@@ -9727,14 +9716,14 @@ files = [
 
 [[package]]
 name = "sentry-sdk"
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+version = "2.26.1"
 description = "Python client for Sentry (https://sentry.io)"
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -9785,14 +9774,14 @@ unleash = ["UnleashClient (>=6.0.1)"]
 
 [[package]]
 name = "setuptools"
-version = "78.1.0"
+version = "79.0.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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 ]
 
 [package.extras]
@@ -9990,14 +9979,14 @@ files = [
 
 [[package]]
 name = "soupsieve"
-version = "2.6"
+version = "2.7"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = true
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
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 ]
 
 [[package]]
@@ -10098,14 +10087,14 @@ sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
 name = "sqlglot"
-version = "26.13.0"
+version = "26.16.0"
 description = "An easily customizable SQL parser and transpiler"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 ]
 
 [package.extras]
@@ -10203,7 +10192,7 @@ description = "Computer algebra system (CAS) in Python"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "python_version == \"3.10\" and (extra == \"chromadb\" or extra == \"codegraph\") or extra == \"chromadb\" or python_version == \"3.12\" and (extra == \"chromadb\" or extra == \"codegraph\") or python_version == \"3.11\" and (extra == \"chromadb\" or extra == \"codegraph\")"
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 files = [
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@@ -10388,7 +10377,7 @@ description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
-markers = "python_version < \"3.11\""
+markers = "python_version == \"3.10\""
 files = [
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 [[package]]
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 python-versions = ">=3.9"
 groups = ["main"]
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 ]
 
 [package.dependencies]
@@ -10757,6 +10746,21 @@ files = [
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 typing-extensions = ">=3.7.4"
 
+[[package]]
+name = "typing-inspection"
+version = "0.4.0"
+description = "Runtime typing introspection tools"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+[package.dependencies]
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+
 [[package]]
 name = "tzdata"
 version = "2025.2"
@@ -11574,112 +11578,129 @@ test = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "xlsxwriter"
-version = "3.2.2"
+version = "3.2.3"
 description = "A Python module for creating Excel XLSX files."
 optional = true
 python-versions = ">=3.6"
 groups = ["main"]
 markers = "extra == \"docs\""
 files = [
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 ]
 
 [[package]]
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 description = "Yet another URL library"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -11716,6 +11737,7 @@ deepeval = ["deepeval"]
 docs = ["unstructured"]
 evals = ["gdown", "plotly"]
 falkordb = ["falkordb"]
+filesystem = ["botocore", "s3fs"]
 gemini = ["google-generativeai"]
 graphiti = ["graphiti-core"]
 groq = ["groq"]
@@ -11737,4 +11759,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.10,<=3.13"
-content-hash = "15fe7b2b02efa88fb8070dcde58f32cdc1577df7966e4cd438cbb4f197935e1f"
+content-hash = "4566e7827eb9f057ee9b254940a4b9052edbc1857c326bbe89d04396c5775dc8"
diff --git a/pyproject.toml b/pyproject.toml
index 5bfde2dc87..79d980f593 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -96,6 +96,7 @@ weaviate = ["weaviate-client"]
 qdrant = ["qdrant-client"]
 neo4j = ["neo4j"]
 postgres = ["psycopg2", "pgvector", "asyncpg"]
+filesystem = ["botocore", "s3fs"]
 notebook = ["notebook", "ipykernel", "overrides", "ipywidgets", "jupyterlab", "jupyterlab_widgets", "jupyterlab-server", "jupyterlab-git"]
 langchain = ["langsmith", "langchain_text_splitters"]
 llama-index = ["llama-index-core"]