diff --git a/Dockerfile b/Dockerfile
index c8f3e7f01a..81d9bee803 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -83,7 +83,16 @@ RUN --mount=type=cache,id=ragflow_apt,target=/var/cache/apt,sharing=locked \
     apt purge -y nodejs npm && \
     apt autoremove && \
     apt update && \
-    apt install -y nodejs cargo
+    apt install -y nodejs cargo 
+    
+# Add msssql17
+RUN --mount=type=cache,id=ragflow_apt,target=/var/cache/apt,sharing=locked \
+    curl https://packages.microsoft.com/keys/microsoft.asc | tee /etc/apt/trusted.gpg.d/microsoft.asc && \
+    curl https://packages.microsoft.com/config/ubuntu/22.04/prod.list | tee /etc/apt/sources.list.d/mssql-release.list && \
+    apt update && \
+    ACCEPT_EULA=Y apt install -y unixodbc-dev msodbcsql17 
+
+
 
 # Add dependencies of selenium
 RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/chrome-linux64-121-0-6167-85,target=/chrome-linux64.zip \
@@ -170,5 +179,4 @@ RUN chmod +x ./entrypoint.sh
 COPY --from=builder /ragflow/web/dist /ragflow/web/dist
 
 COPY --from=builder /ragflow/VERSION /ragflow/VERSION
-
 ENTRYPOINT ["./entrypoint.sh"]
diff --git a/agent/component/exesql.py b/agent/component/exesql.py
index 673e44798c..d3b5e914cd 100644
--- a/agent/component/exesql.py
+++ b/agent/component/exesql.py
@@ -19,6 +19,7 @@
 import pymysql
 import psycopg2
 from agent.component.base import ComponentBase, ComponentParamBase
+import pyodbc
 
 
 class ExeSQLParam(ComponentParamBase):
@@ -38,7 +39,7 @@ def __init__(self):
         self.top_n = 30
 
     def check(self):
-        self.check_valid_value(self.db_type, "Choose DB type", ['mysql', 'postgresql', 'mariadb'])
+        self.check_valid_value(self.db_type, "Choose DB type", ['mysql', 'postgresql', 'mariadb', 'mssql'])
         self.check_empty(self.database, "Database name")
         self.check_empty(self.username, "database username")
         self.check_empty(self.host, "IP Address")
@@ -77,7 +78,15 @@ def _run(self, history, **kwargs):
         elif self._param.db_type == 'postgresql':
             db = psycopg2.connect(dbname=self._param.database, user=self._param.username, host=self._param.host,
                                   port=self._param.port, password=self._param.password)
-
+        elif self._param.db_type == 'mssql':
+            conn_str = (
+                r'DRIVER={ODBC Driver 17 for SQL Server};'
+                r'SERVER=' + self._param.host + ',' + str(self._param.port) + ';'
+                r'DATABASE=' + self._param.database + ';'
+                r'UID=' + self._param.username + ';'
+                r'PWD=' + self._param.password
+            )
+            db = pyodbc.connect(conn_str)
         try:
             cursor = db.cursor()
         except Exception as e:
diff --git a/api/apps/canvas_app.py b/api/apps/canvas_app.py
index d2b679ca2e..49791b586f 100644
--- a/api/apps/canvas_app.py
+++ b/api/apps/canvas_app.py
@@ -242,8 +242,26 @@ def test_db_connect():
         elif req["db_type"] == 'postgresql':
             db = PostgresqlDatabase(req["database"], user=req["username"], host=req["host"], port=req["port"],
                                     password=req["password"])
-        db.connect()
+        elif req["db_type"] == 'mssql':
+            import pyodbc
+            connection_string = (
+                f"DRIVER={{ODBC Driver 17 for SQL Server}};"
+                f"SERVER={req['host']},{req['port']};"
+                f"DATABASE={req['database']};"
+                f"UID={req['username']};"
+                f"PWD={req['password']};"
+            )
+            db = pyodbc.connect(connection_string)
+            cursor = db.cursor()
+            cursor.execute("SELECT 1")
+            cursor.close()
+        else:
+            return server_error_response("Unsupported database type.")
+        if req["db_type"] != 'mssql':
+            db.connect()
         db.close()
+        
         return get_json_result(data="Database Connection Successful!")
     except Exception as e:
         return server_error_response(e)
+
diff --git a/poetry.lock b/poetry.lock
index 4f0a3068b1..e8ea1311e7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,14 +1,14 @@
-# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
 
 [[package]]
 name = "accelerate"
-version = "1.1.1"
+version = "1.2.0"
 description = "Accelerate"
 optional = false
 python-versions = ">=3.9.0"
 files = [
-    {file = "accelerate-1.1.1-py3-none-any.whl", hash = "sha256:61edd81762131b8d4bede008643fa1e1f3bf59bec710ebda9771443e24feae02"},
-    {file = "accelerate-1.1.1.tar.gz", hash = "sha256:0d39dfac557052bc735eb2703a0e87742879e1e40b88af8a2f9a93233d4cd7db"},
+    {file = "accelerate-1.2.0-py3-none-any.whl", hash = "sha256:815708367eb83cd682e120da634b2cf318729bff95f30e2f046c086aae20201e"},
+    {file = "accelerate-1.2.0.tar.gz", hash = "sha256:4187a9dea21101255ada3a1974532585feeb6ca8b681693dba362d6d25e85ef2"},
 ]
 
 [package.dependencies]
@@ -44,87 +44,87 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.11.9"
+version = "3.11.10"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 files = [
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-    {file = "aiohttp-3.11.9-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:176f8bb8931da0613bb0ed16326d01330066bb1e172dd97e1e02b1c27383277b"},
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 [package.dependencies]
@@ -142,13 +142,13 @@ speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
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 optional = false
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 [[package]]
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+version = "1.15.44"
 description = "AKShare is an elegant and simple financial data interface library for Python, built for human beings!"
 optional = false
 python-versions = ">=3.8"
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+    {file = "akshare-1.15.44.tar.gz", hash = "sha256:ed0b0254bcaa5d5ab719fe4c1081f9bd11fb9d2fb3046cd9d49e93f4afcc599b"},
 ]
 
 [package.dependencies]
@@ -275,24 +275,24 @@ vertex = ["google-auth (>=2,<3)"]
 
 [[package]]
 name = "anyio"
-version = "4.6.2.post1"
+version = "4.7.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "anyio-4.6.2.post1-py3-none-any.whl", hash = "sha256:6d170c36fba3bdd840c73d3868c1e777e33676a69c3a72cf0a0d5d6d8009b61d"},
-    {file = "anyio-4.6.2.post1.tar.gz", hash = "sha256:4c8bc31ccdb51c7f7bd251f51c609e038d63e34219b44aa86e47576389880b4c"},
+    {file = "anyio-4.7.0-py3-none-any.whl", hash = "sha256:ea60c3723ab42ba6fff7e8ccb0488c898ec538ff4df1f1d5e642c3601d07e352"},
+    {file = "anyio-4.7.0.tar.gz", hash = "sha256:2f834749c602966b7d456a7567cafcb309f96482b5081d14ac93ccd457f9dd48"},
 ]
 
 [package.dependencies]
 exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
-typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -416,7 +416,7 @@ name = "aspose-slides"
 version = "24.12.0"
 description = "Aspose.Slides for Python via .NET is a presentation file formats processing library for working with Microsoft PowerPoint files without using Microsoft PowerPoint."
 optional = false
-python-versions = ">=3.5,<3.14"
+python-versions = "<3.14,>=3.5"
 files = [
     {file = "Aspose.Slides-24.12.0-py3-none-macosx_10_14_x86_64.whl", hash = "sha256:ccfaa61a863ed28cd37b221e31a0edf4a83802599d76fb50861c25149ac5e5e3"},
     {file = "Aspose.Slides-24.12.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:b050659129c5ca92e52fbcd7d5091caa244db731adb68fbea1fd0a8b9fd62a5a"},
@@ -568,7 +568,7 @@ name = "bce-python-sdk"
 version = "0.9.23"
 description = "BCE SDK for python"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, <4"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,<4,>=2.7"
 files = [
     {file = "bce_python_sdk-0.9.23-py3-none-any.whl", hash = "sha256:8debe21a040e00060f6044877d594765ed7b18bc765c6bf16b878bca864140a3"},
     {file = "bce_python_sdk-0.9.23.tar.gz", hash = "sha256:19739fed5cd0725356fc5ffa2acbdd8fb23f2a81edb91db21a03174551d0cf41"},
@@ -1502,7 +1502,7 @@ name = "cryptography"
 version = "44.0.0"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
-python-versions = ">=3.7, !=3.9.0, !=3.9.1"
+python-versions = "!=3.9.0,!=3.9.1,>=3.7"
 files = [
     {file = "cryptography-44.0.0-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:84111ad4ff3f6253820e6d3e58be2cc2a00adb29335d4cacb5ab4d4d34f2a123"},
     {file = "cryptography-44.0.0-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b15492a11f9e1b62ba9d73c210e2416724633167de94607ec6069ef724fad092"},
@@ -1510,7 +1510,6 @@ files = [
     {file = "cryptography-44.0.0-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:761817a3377ef15ac23cd7834715081791d4ec77f9297ee694ca1ee9c2c7e5eb"},
     {file = "cryptography-44.0.0-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:3c672a53c0fb4725a29c303be906d3c1fa99c32f58abe008a82705f9ee96f40b"},
     {file = "cryptography-44.0.0-cp37-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:4ac4c9f37eba52cb6fbeaf5b59c152ea976726b865bd4cf87883a7e7006cc543"},
-    {file = "cryptography-44.0.0-cp37-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:60eb32934076fa07e4316b7b2742fa52cbb190b42c2df2863dbc4230a0a9b385"},
     {file = "cryptography-44.0.0-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:ed3534eb1090483c96178fcb0f8893719d96d5274dfde98aa6add34614e97c8e"},
     {file = "cryptography-44.0.0-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:f3f6fdfa89ee2d9d496e2c087cebef9d4fcbb0ad63c40e821b39f74bf48d9c5e"},
     {file = "cryptography-44.0.0-cp37-abi3-win32.whl", hash = "sha256:eb33480f1bad5b78233b0ad3e1b0be21e8ef1da745d8d2aecbb20671658b9053"},
@@ -1521,7 +1520,6 @@ files = [
     {file = "cryptography-44.0.0-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:c5eb858beed7835e5ad1faba59e865109f3e52b3783b9ac21e7e47dc5554e289"},
     {file = "cryptography-44.0.0-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:f53c2c87e0fb4b0c00fa9571082a057e37690a8f12233306161c8f4b819960b7"},
     {file = "cryptography-44.0.0-cp39-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:9e6fc8a08e116fb7c7dd1f040074c9d7b51d74a8ea40d4df2fc7aa08b76b9e6c"},
-    {file = "cryptography-44.0.0-cp39-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:9abcc2e083cbe8dde89124a47e5e53ec38751f0d7dfd36801008f316a127d7ba"},
     {file = "cryptography-44.0.0-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:d2436114e46b36d00f8b72ff57e598978b37399d2786fd39793c36c6d5cb1c64"},
     {file = "cryptography-44.0.0-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a01956ddfa0a6790d594f5b34fc1bfa6098aca434696a03cfdbe469b8ed79285"},
     {file = "cryptography-44.0.0-cp39-abi3-win32.whl", hash = "sha256:eca27345e1214d1b9f9490d200f9db5a874479be914199194e746c893788d417"},
@@ -1594,13 +1592,13 @@ tokenizer = ["tiktoken"]
 
 [[package]]
 name = "datasets"
-version = "3.1.0"
+version = "3.2.0"
 description = "HuggingFace community-driven open-source library of datasets"
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.9.0"
 files = [
-    {file = "datasets-3.1.0-py3-none-any.whl", hash = "sha256:dc8808a6d17838fe05e13b39aa7ac3ea0fd0806ed7004eaf4d4eb2c2a356bc61"},
-    {file = "datasets-3.1.0.tar.gz", hash = "sha256:c92cac049e0f9f85b0dd63739c68e564c657b1624bc2b66b1e13489062832e27"},
+    {file = "datasets-3.2.0-py3-none-any.whl", hash = "sha256:f3d2ba2698b7284a4518019658596a6a8bc79f31e51516524249d6c59cf0fe2a"},
+    {file = "datasets-3.2.0.tar.gz", hash = "sha256:9a6e1a356052866b5dbdd9c9eedb000bf3fc43d986e3584d9b028f4976937229"},
 ]
 
 [package.dependencies]
@@ -1622,15 +1620,15 @@ xxhash = "*"
 [package.extras]
 audio = ["librosa", "soundfile (>=0.12.1)", "soxr (>=0.4.0)"]
 benchmarks = ["tensorflow (==2.12.0)", "torch (==2.0.1)", "transformers (==4.30.1)"]
-dev = ["Pillow (>=9.4.0)", "absl-py", "decorator", "decord (==0.6.0)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.8.0.post1)", "jax (>=0.3.14)", "jaxlib (>=0.3.14)", "joblib (<1.3.0)", "joblibspark", "librosa", "lz4", "moto[server]", "polars[timezone] (>=0.20.0)", "protobuf (<4.0.0)", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "ruff (>=0.3.0)", "s3fs", "s3fs (>=2021.11.1)", "soundfile (>=0.12.1)", "soxr (>=0.4.0)", "sqlalchemy", "tensorflow (>=2.16.0)", "tensorflow (>=2.6.0)", "tensorflow (>=2.6.0)", "tiktoken", "torch", "torch (>=2.0.0)", "torchdata", "transformers", "transformers (>=4.42.0)", "zstandard"]
+dev = ["Pillow (>=9.4.0)", "absl-py", "decorator", "decord (==0.6.0)", "elasticsearch (>=7.17.12,<8.0.0)", "faiss-cpu (>=1.8.0.post1)", "jax (>=0.3.14)", "jaxlib (>=0.3.14)", "joblib (<1.3.0)", "joblibspark", "librosa", "lz4", "moto[server]", "polars[timezone] (>=0.20.0)", "protobuf (<4.0.0)", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "ruff (>=0.3.0)", "s3fs", "s3fs (>=2021.11.1)", "soundfile (>=0.12.1)", "soxr (>=0.4.0)", "sqlalchemy", "tensorflow (>=2.16.0)", "tensorflow (>=2.6.0)", "tensorflow (>=2.6.0)", "tiktoken", "torch", "torch (>=2.0.0)", "torchdata", "transformers", "transformers (>=4.42.0)", "zstandard"]
 docs = ["s3fs", "tensorflow (>=2.6.0)", "torch", "transformers"]
 jax = ["jax (>=0.3.14)", "jaxlib (>=0.3.14)"]
 quality = ["ruff (>=0.3.0)"]
 s3 = ["s3fs"]
 tensorflow = ["tensorflow (>=2.6.0)"]
 tensorflow-gpu = ["tensorflow (>=2.6.0)"]
-tests = ["Pillow (>=9.4.0)", "absl-py", "decorator", "decord (==0.6.0)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.8.0.post1)", "jax (>=0.3.14)", "jaxlib (>=0.3.14)", "joblib (<1.3.0)", "joblibspark", "librosa", "lz4", "moto[server]", "polars[timezone] (>=0.20.0)", "protobuf (<4.0.0)", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "s3fs (>=2021.11.1)", "soundfile (>=0.12.1)", "soxr (>=0.4.0)", "sqlalchemy", "tensorflow (>=2.16.0)", "tensorflow (>=2.6.0)", "tiktoken", "torch (>=2.0.0)", "torchdata", "transformers (>=4.42.0)", "zstandard"]
-tests-numpy2 = ["Pillow (>=9.4.0)", "absl-py", "decorator", "decord (==0.6.0)", "elasticsearch (<8.0.0)", "jax (>=0.3.14)", "jaxlib (>=0.3.14)", "joblib (<1.3.0)", "joblibspark", "lz4", "moto[server]", "polars[timezone] (>=0.20.0)", "protobuf (<4.0.0)", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "s3fs (>=2021.11.1)", "soundfile (>=0.12.1)", "soxr (>=0.4.0)", "sqlalchemy", "tiktoken", "torch (>=2.0.0)", "torchdata", "transformers (>=4.42.0)", "zstandard"]
+tests = ["Pillow (>=9.4.0)", "absl-py", "decorator", "decord (==0.6.0)", "elasticsearch (>=7.17.12,<8.0.0)", "faiss-cpu (>=1.8.0.post1)", "jax (>=0.3.14)", "jaxlib (>=0.3.14)", "joblib (<1.3.0)", "joblibspark", "librosa", "lz4", "moto[server]", "polars[timezone] (>=0.20.0)", "protobuf (<4.0.0)", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "s3fs (>=2021.11.1)", "soundfile (>=0.12.1)", "soxr (>=0.4.0)", "sqlalchemy", "tensorflow (>=2.16.0)", "tensorflow (>=2.6.0)", "tiktoken", "torch (>=2.0.0)", "torchdata", "transformers (>=4.42.0)", "zstandard"]
+tests-numpy2 = ["Pillow (>=9.4.0)", "absl-py", "decorator", "decord (==0.6.0)", "elasticsearch (>=7.17.12,<8.0.0)", "jax (>=0.3.14)", "jaxlib (>=0.3.14)", "joblib (<1.3.0)", "joblibspark", "lz4", "moto[server]", "polars[timezone] (>=0.20.0)", "protobuf (<4.0.0)", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "s3fs (>=2021.11.1)", "soundfile (>=0.12.1)", "soxr (>=0.4.0)", "sqlalchemy", "tiktoken", "torch (>=2.0.0)", "torchdata", "transformers (>=4.42.0)", "zstandard"]
 torch = ["torch"]
 vision = ["Pillow (>=9.4.0)"]
 
@@ -1711,7 +1709,7 @@ name = "deprecated"
 version = "1.2.15"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
 files = [
     {file = "Deprecated-1.2.15-py2.py3-none-any.whl", hash = "sha256:353bc4a8ac4bfc96800ddab349d89c25dec1079f65fd53acdcc1e0b975b21320"},
     {file = "deprecated-1.2.15.tar.gz", hash = "sha256:683e561a90de76239796e6b6feac66b99030d2dd3fcf61ef996330f14bbb9b0d"},
@@ -1804,21 +1802,21 @@ files = [
 
 [[package]]
 name = "duckduckgo-search"
-version = "6.1.9"
+version = "6.4.1"
 description = "Search for words, documents, images, news, maps and text translation using the DuckDuckGo.com search engine."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "duckduckgo_search-6.1.9-py3-none-any.whl", hash = "sha256:a208babf87b971290b1afed9908bc5ab6ac6c1738b90b48ad613267f7630cb77"},
-    {file = "duckduckgo_search-6.1.9.tar.gz", hash = "sha256:0d7d746e003d6b3bcd0d0dc11927c9a69b6fa271f3b3f65df6f01ea4d9d2689d"},
+    {file = "duckduckgo_search-6.4.1-py3-none-any.whl", hash = "sha256:d4bcb072a5ee5a28e1c29eb46ccec8a76b3b60093d438a9767e291ea08096450"},
+    {file = "duckduckgo_search-6.4.1.tar.gz", hash = "sha256:a18ece766b2ade62886e1b411d4c01c099544cc6758d4a568892f79c26659085"},
 ]
 
 [package.dependencies]
 click = ">=8.1.7"
-pyreqwest-impersonate = ">=0.4.9"
+primp = ">=0.8.3"
 
 [package.extras]
-dev = ["mypy (>=1.10.1)", "pytest (>=8.2.2)", "pytest-asyncio (>=0.23.7)", "ruff (>=0.5.0)"]
+dev = ["mypy (>=1.11.1)", "pytest (>=8.3.1)", "pytest-asyncio (>=0.23.8)", "ruff (>=0.6.1)"]
 lxml = ["lxml (>=5.2.2)"]
 
 [[package]]
@@ -2042,7 +2040,7 @@ name = "fastembed"
 version = "0.3.6"
 description = "Fast, light, accurate library built for retrieval embedding generation"
 optional = false
-python-versions = ">=3.8.0,<3.13"
+python-versions = "<3.13,>=3.8.0"
 files = [
     {file = "fastembed-0.3.6-py3-none-any.whl", hash = "sha256:2bf70edae28bb4ccd9e01617098c2075b0ba35b88025a3d22b0e1e85b2c488ce"},
     {file = "fastembed-0.3.6.tar.gz", hash = "sha256:c93c8ec99b8c008c2d192d6297866b8d70ec7ac8f5696b34eb5ea91f85efd15f"},
@@ -2095,6 +2093,7 @@ files = [
     {file = "fastparquet-2024.11.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0e2d7f02f57231e6c86d26e9ea71953737202f20e948790e5d4db6d6a1a150dc"},
     {file = "fastparquet-2024.11.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:fbe4468146b633d8f09d7b196fea0547f213cb5ce5f76e9d1beb29eaa9593a93"},
     {file = "fastparquet-2024.11.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:29d5c718817bcd765fc519b17f759cad4945974421ecc1931d3bdc3e05e57fa9"},
+    {file = "fastparquet-2024.11.0-cp312-cp312-win_amd64.whl", hash = "sha256:74a0b3c40ab373442c0fda96b75a36e88745d8b138fcc3a6143e04682cbbb8ca"},
     {file = "fastparquet-2024.11.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:59e5c5b51083d5b82572cdb7aed0346e3181e3ac9d2e45759da2e804bdafa7ee"},
     {file = "fastparquet-2024.11.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:bdadf7b6bad789125b823bfc5b0a719ba5c4a2ef965f973702d3ea89cff057f6"},
     {file = "fastparquet-2024.11.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:46b2db02fc2a1507939d35441c8ab211d53afd75d82eec9767d1c3656402859b"},
@@ -2293,61 +2292,61 @@ files = [
 
 [[package]]
 name = "fonttools"
-version = "4.55.1"
+version = "4.55.3"
 description = "Tools to manipulate font files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fonttools-4.55.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:c17a6f9814f83772cd6d9c9009928e1afa4ab66210a31ced721556651075a9a0"},
-    {file = "fonttools-4.55.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c4d14eecc814826a01db87a40af3407c892ba49996bc6e49961e386cd78b537c"},
-    {file = "fonttools-4.55.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8589f9a15dc005592b94ecdc45b4dfae9bbe9e73542e89af5a5e776e745db83b"},
-    {file = "fonttools-4.55.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bfee95bd9395bcd9e6c78955387554335109b6a613db71ef006020b42f761c58"},
-    {file = "fonttools-4.55.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:34fa2ecc0bf1923d1a51bf2216a006de2c3c0db02c6aa1470ea50b62b8619bd5"},
-    {file = "fonttools-4.55.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:9c1c48483148bfb1b9ad951133ceea957faa004f6cb475b67e7bc75d482b48f8"},
-    {file = "fonttools-4.55.1-cp310-cp310-win32.whl", hash = "sha256:3e2fc388ca7d023b3c45badd71016fd4185f93e51a22cfe4bd65378af7fba759"},
-    {file = "fonttools-4.55.1-cp310-cp310-win_amd64.whl", hash = "sha256:c4c36c71f69d2b3ee30394b0986e5f8b2c461e7eff48dde49b08a90ded9fcdbd"},
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 ]
 
 [package.dependencies]
 google-auth = ">=2.14.1,<3.0.dev0"
 googleapis-common-protos = ">=1.56.2,<2.0.dev0"
 grpcio = [
-    {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
     {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
 ]
 grpcio-status = [
-    {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
     {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
 ]
 proto-plus = ">=1.22.3,<2.0.0dev"
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
@@ -2643,13 +2642,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-api-python-client"
-version = "2.154.0"
+version = "2.155.0"
 description = "Google API Client Library for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -2661,13 +2660,13 @@ uritemplate = ">=3.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.36.0"
+version = "2.37.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -2678,6 +2677,7 @@ rsa = ">=3.1.4,<5"
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
 enterprise-cert = ["cryptography", "pyopenssl"]
+pyjwt = ["cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
 pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
@@ -2965,7 +2965,7 @@ name = "graspologic"
 version = "3.4.1"
 description = "A set of Python modules for graph statistics"
 optional = false
-python-versions = ">=3.9,<3.13"
+python-versions = "<3.13,>=3.9"
 files = [
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@@ -3650,7 +3650,7 @@ name = "infinity-emb"
 version = "0.0.66"
 description = "Infinity is a high-throughput, low-latency REST API for serving text-embeddings, reranking models and clip."
 optional = false
-python-versions = ">=3.9,<4"
+python-versions = "<4,>=3.9"
 files = [
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@@ -3810,86 +3810,87 @@ i18n = ["Babel (>=2.7)"]
 
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-version = "0.8.0"
+version = "0.8.2"
 description = "Fast iterable JSON parser."
 optional = false
 python-versions = ">=3.8"
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 version = "1.48.0"
 description = "Library to easily interface with LLM API providers"
 optional = false
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@@ -4153,13 +4154,13 @@ files = [
 
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 ]
 
 [package.dependencies]
@@ -4167,7 +4168,7 @@ colorama = {version = ">=0.3.4", markers = "sys_platform == \"win32\""}
 win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
 
 [package.extras]
-dev = ["Sphinx (==7.2.5)", "colorama (==0.4.5)", "colorama (==0.4.6)", "exceptiongroup (==1.1.3)", "freezegun (==1.1.0)", "freezegun (==1.2.2)", "mypy (==v0.910)", "mypy (==v0.971)", "mypy (==v1.4.1)", "mypy (==v1.5.1)", "pre-commit (==3.4.0)", "pytest (==6.1.2)", "pytest (==7.4.0)", "pytest-cov (==2.12.1)", "pytest-cov (==4.1.0)", "pytest-mypy-plugins (==1.9.3)", "pytest-mypy-plugins (==3.0.0)", "sphinx-autobuild (==2021.3.14)", "sphinx-rtd-theme (==1.3.0)", "tox (==3.27.1)", "tox (==4.11.0)"]
+dev = ["Sphinx (==8.1.3)", "build (==1.2.2)", "colorama (==0.4.5)", "colorama (==0.4.6)", "exceptiongroup (==1.1.3)", "freezegun (==1.1.0)", "freezegun (==1.5.0)", "mypy (==v0.910)", "mypy (==v0.971)", "mypy (==v1.13.0)", "mypy (==v1.4.1)", "myst-parser (==4.0.0)", "pre-commit (==4.0.1)", "pytest (==6.1.2)", "pytest (==8.3.2)", "pytest-cov (==2.12.1)", "pytest-cov (==5.0.0)", "pytest-cov (==6.0.0)", "pytest-mypy-plugins (==1.9.3)", "pytest-mypy-plugins (==3.1.0)", "sphinx-rtd-theme (==3.0.2)", "tox (==3.27.1)", "tox (==4.23.2)", "twine (==6.0.1)"]
 
 [[package]]
 name = "lxml"
@@ -5416,9 +5417,9 @@ files = [
 
 [package.dependencies]
 numpy = [
+    {version = ">=1.23.5", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
     {version = ">=1.21.4", markers = "python_version >= \"3.10\" and platform_system == \"Darwin\" and python_version < \"3.11\""},
     {version = ">=1.21.2", markers = "platform_system != \"Darwin\" and python_version >= \"3.10\" and python_version < \"3.11\""},
-    {version = ">=1.23.5", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
     {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
 ]
 
@@ -5440,9 +5441,9 @@ files = [
 
 [package.dependencies]
 numpy = [
+    {version = ">=1.23.5", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
     {version = ">=1.21.4", markers = "python_version >= \"3.10\" and platform_system == \"Darwin\" and python_version < \"3.11\""},
     {version = ">=1.21.2", markers = "platform_system != \"Darwin\" and python_version >= \"3.10\" and python_version < \"3.11\""},
-    {version = ">=1.23.5", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
     {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
 ]
 
@@ -5657,8 +5658,8 @@ files = [
 
 [package.dependencies]
 numpy = [
-    {version = ">=1.22.4", markers = "python_version < \"3.11\""},
     {version = ">=1.23.2", markers = "python_version == \"3.11\""},
+    {version = ">=1.22.4", markers = "python_version < \"3.11\""},
     {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
 ]
 python-dateutil = ">=2.8.2"
@@ -5975,17 +5976,17 @@ xlsxwriter = ["xlsxwriter"]
 
 [[package]]
 name = "polars-lts-cpu"
-version = "1.16.0"
+version = "1.17.1"
 description = "Blazingly fast DataFrame library"
 optional = false
 python-versions = ">=3.9"
 files = [
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+    {file = "polars_lts_cpu-1.17.1-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:81300c1a006fa7cf782a3450212a1bc13666885315d5db561444f85cad7e4935"},
+    {file = "polars_lts_cpu-1.17.1-cp39-abi3-win_amd64.whl", hash = "sha256:5612323af369da9e2dc6139d9f70a304ed815ecec2c66d8b75636bdf5a95015e"},
+    {file = "polars_lts_cpu-1.17.1.tar.gz", hash = "sha256:d2717d17cd764223ea01e35ada2e3235327bc08040ecd41c71c803c7aad874fb"},
 ]
 
 [package.extras]
@@ -5996,7 +5997,7 @@ calamine = ["fastexcel (>=0.9)"]
 cloudpickle = ["cloudpickle"]
 connectorx = ["connectorx (>=0.3.2)"]
 database = ["nest-asyncio", "polars-lts-cpu[adbc,connectorx,sqlalchemy]"]
-deltalake = ["deltalake (>=0.15.0)"]
+deltalake = ["deltalake (>=0.19.0)"]
 excel = ["polars-lts-cpu[calamine,openpyxl,xlsx2csv,xlsxwriter]"]
 fsspec = ["fsspec"]
 gpu = ["cudf-polars-cu12"]
@@ -6118,6 +6119,27 @@ dr = ["autograd", "pymanopt", "scikit-learn"]
 gnn = ["torch", "torch-geometric"]
 plot = ["matplotlib"]
 
+[[package]]
+name = "primp"
+version = "0.8.3"
+description = "HTTP client that can impersonate web browsers, mimicking their headers and `TLS/JA3/JA4/HTTP2` fingerprints"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "primp-0.8.3.tar.gz", hash = "sha256:c6bb6d0186dbfb2e4a1bda1c4bc676966378a9999ee877b7cb20f718c5a9b4ad"},
+]
+
+[package.extras]
+dev = ["certifi", "pytest (>=8.1.1)"]
+
 [[package]]
 name = "proces"
 version = "0.1.7"
@@ -6276,7 +6298,7 @@ name = "psutil"
 version = "6.1.0"
 description = "Cross-platform lib for process and system monitoring in Python."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
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@@ -6298,8 +6320,8 @@ files = [
 ]
 
 [package.extras]
-dev = ["black", "check-manifest", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pytest-cov", "requests", "rstcheck", "ruff", "sphinx", "sphinx-rtd-theme", "toml-sort", "twine", "virtualenv", "wheel"]
-test = ["enum34", "futures", "ipaddress", "mock (==1.0.1)", "pytest (==4.6.11)", "pytest-xdist", "setuptools", "unittest2"]
+dev = ["black", "check-manifest", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pytest-cov", "requests", "rstcheck", "ruff", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "virtualenv", "wheel"]
+test = ["pytest", "pytest-xdist", "setuptools"]
 
 [[package]]
 name = "psycopg2-binary"
@@ -6909,6 +6931,52 @@ numba = ">=0.51.2"
 scikit-learn = ">=0.18"
 scipy = ">=1.0"
 
+[[package]]
+name = "pyodbc"
+version = "5.2.0"
+description = "DB API module for ODBC"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
 [[package]]
 name = "pyopenssl"
 version = "24.3.0"
@@ -7017,26 +7085,6 @@ files = [
 [package.extras]
 dev = ["build", "flake8", "mypy", "pytest", "twine"]
 
-[[package]]
-name = "pyreqwest-impersonate"
-version = "0.5.3"
-description = "HTTP client that can impersonate web browsers, mimicking their headers and `TLS/JA3/JA4/HTTP2` fingerprints"
-optional = false
-python-versions = ">=3.8"
-files = [
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-    {file = "pyreqwest_impersonate-0.5.3-cp38-abi3-win_amd64.whl", hash = "sha256:6026e4751b5912aec1e45238c07daf1e2c9126b3b32b33396b72885021e8990c"},
-    {file = "pyreqwest_impersonate-0.5.3.tar.gz", hash = "sha256:f21c10609958ff5be18df0c329eed42d2b3ba8a339b65dc5f96ab74537231692"},
-]
-
-[package.extras]
-dev = ["pytest (>=8.1.1)"]
-
 [[package]]
 name = "pysocks"
 version = "1.7.1"
@@ -7803,30 +7851,45 @@ files = [
     {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:a606ef75a60ecf3d924613892cc603b154178ee25abb3055db5062da811fd969"},
     {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd5415dded15c3822597455bc02bcd66e81ef8b7a48cb71a33628fc9fdde39df"},
     {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f66efbc1caa63c088dead1c4170d148eabc9b80d95fb75b6c92ac0aad2437d76"},
+    {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:22353049ba4181685023b25b5b51a574bce33e7f51c759371a7422dcae5402a6"},
+    {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:932205970b9f9991b34f55136be327501903f7c66830e9760a8ffb15b07f05cd"},
+    {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:a52d48f4e7bf9005e8f0a89209bf9a73f7190ddf0489eee5eb51377385f59f2a"},
     {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-win32.whl", hash = "sha256:3eac5a91891ceb88138c113f9db04f3cebdae277f5d44eaa3651a4f573e6a5da"},
     {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-win_amd64.whl", hash = "sha256:ab007f2f5a87bd08ab1499bdf96f3d5c6ad4dcfa364884cb4549aa0154b13a28"},
     {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-macosx_13_0_arm64.whl", hash = "sha256:4a6679521a58256a90b0d89e03992c15144c5f3858f40d7c18886023d7943db6"},
     {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:d84318609196d6bd6da0edfa25cedfbabd8dbde5140a0a23af29ad4b8f91fb1e"},
     {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bb43a269eb827806502c7c8efb7ae7e9e9d0573257a46e8e952f4d4caba4f31e"},
     {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:811ea1594b8a0fb466172c384267a4e5e367298af6b228931f273b111f17ef52"},
+    {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:cf12567a7b565cbf65d438dec6cfbe2917d3c1bdddfce84a9930b7d35ea59642"},
+    {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:7dd5adc8b930b12c8fc5b99e2d535a09889941aa0d0bd06f4749e9a9397c71d2"},
+    {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1492a6051dab8d912fc2adeef0e8c72216b24d57bd896ea607cb90bb0c4981d3"},
     {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-win32.whl", hash = "sha256:bd0a08f0bab19093c54e18a14a10b4322e1eacc5217056f3c063bd2f59853ce4"},
     {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-win_amd64.whl", hash = "sha256:a274fb2cb086c7a3dea4322ec27f4cb5cc4b6298adb583ab0e211a4682f241eb"},
     {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:20b0f8dc160ba83b6dcc0e256846e1a02d044e13f7ea74a3d1d56ede4e48c632"},
     {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-manylinux2014_aarch64.whl", hash = "sha256:943f32bc9dedb3abff9879edc134901df92cfce2c3d5c9348f172f62eb2d771d"},
     {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:95c3829bb364fdb8e0332c9931ecf57d9be3519241323c5274bd82f709cebc0c"},
     {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:749c16fcc4a2b09f28843cda5a193e0283e47454b63ec4b81eaa2242f50e4ccd"},
+    {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:bf165fef1f223beae7333275156ab2022cffe255dcc51c27f066b4370da81e31"},
+    {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:32621c177bbf782ca5a18ba4d7af0f1082a3f6e517ac2a18b3974d4edf349680"},
+    {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:b82a7c94a498853aa0b272fd5bc67f29008da798d4f93a2f9f289feb8426a58d"},
     {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-win32.whl", hash = "sha256:e8c4ebfcfd57177b572e2040777b8abc537cdef58a2120e830124946aa9b42c5"},
     {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-win_amd64.whl", hash = "sha256:0467c5965282c62203273b838ae77c0d29d7638c8a4e3a1c8bdd3602c10904e4"},
     {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:4c8c5d82f50bb53986a5e02d1b3092b03622c02c2eb78e29bec33fd9593bae1a"},
     {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-manylinux2014_aarch64.whl", hash = "sha256:e7e3736715fbf53e9be2a79eb4db68e4ed857017344d697e8b9749444ae57475"},
     {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0b7e75b4965e1d4690e93021adfcecccbca7d61c7bddd8e22406ef2ff20d74ef"},
     {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:96777d473c05ee3e5e3c3e999f5d23c6f4ec5b0c38c098b3a5229085f74236c6"},
+    {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-musllinux_1_1_i686.whl", hash = "sha256:3bc2a80e6420ca8b7d3590791e2dfc709c88ab9152c00eeb511c9875ce5778bf"},
+    {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:e188d2699864c11c36cdfdada94d781fd5d6b0071cd9c427bceb08ad3d7c70e1"},
+    {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:4f6f3eac23941b32afccc23081e1f50612bdbe4e982012ef4f5797986828cd01"},
     {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-win32.whl", hash = "sha256:6442cb36270b3afb1b4951f060eccca1ce49f3d087ca1ca4563a6eb479cb3de6"},
     {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-win_amd64.whl", hash = "sha256:e5b8daf27af0b90da7bb903a876477a9e6d7270be6146906b276605997c7e9a3"},
     {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:fc4b630cd3fa2cf7fce38afa91d7cfe844a9f75d7f0f36393fa98815e911d987"},
     {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:bc5f1e1c28e966d61d2519f2a3d451ba989f9ea0f2307de7bc45baa526de9e45"},
     {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5a0e060aace4c24dcaf71023bbd7d42674e3b230f7e7b97317baf1e953e5b519"},
     {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e2f1c3765db32be59d18ab3953f43ab62a761327aafc1594a2a1fbe038b8b8a7"},
+    {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:d85252669dc32f98ebcd5d36768f5d4faeaeaa2d655ac0473be490ecdae3c285"},
+    {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:e143ada795c341b56de9418c58d028989093ee611aa27ffb9b7f609c00d813ed"},
+    {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:2c59aa6170b990d8d2719323e628aaf36f3bfbc1c26279c0eeeb24d05d2d11c7"},
     {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-win32.whl", hash = "sha256:beffaed67936fbbeffd10966a4eb53c402fafd3d6833770516bf7314bc6ffa12"},
     {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-win_amd64.whl", hash = "sha256:040ae85536960525ea62868b642bdb0c2cc6021c9f9d507810c0c604e66f5a7b"},
     {file = "ruamel.yaml.clib-0.2.12.tar.gz", hash = "sha256:6c8fbb13ec503f99a91901ab46e0b07ae7941cd527393187039aec586fdfd36f"},
@@ -7837,7 +7900,7 @@ name = "s3transfer"
 version = "0.10.4"
 description = "An Amazon S3 Transfer Manager"
 optional = false
-python-versions = ">= 3.8"
+python-versions = ">=3.8"
 files = [
     {file = "s3transfer-0.10.4-py3-none-any.whl", hash = "sha256:244a76a24355363a68164241438de1b72f8781664920260c48465896b712a41e"},
     {file = "s3transfer-0.10.4.tar.gz", hash = "sha256:29edc09801743c21eb5ecbc617a152df41d3c287f67b615f73e5f750583666a7"},
@@ -8299,7 +8362,7 @@ name = "smart-open"
 version = "7.0.5"
 description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)"
 optional = false
-python-versions = ">=3.7,<4.0"
+python-versions = "<4.0,>=3.7"
 files = [
     {file = "smart_open-7.0.5-py3-none-any.whl", hash = "sha256:8523ed805c12dff3eaa50e9c903a6cb0ae78800626631c5fe7ea073439847b89"},
     {file = "smart_open-7.0.5.tar.gz", hash = "sha256:d3672003b1dbc85e2013e4983b88eb9a5ccfd389b0d4e5015f39a9ee5620ec18"},
@@ -9182,13 +9245,13 @@ typing-extensions = ">=3.7.4.3"
 
 [[package]]
 name = "types-python-dateutil"
-version = "2.9.0.20241003"
+version = "2.9.0.20241206"
 description = "Typing stubs for python-dateutil"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-python-dateutil-2.9.0.20241003.tar.gz", hash = "sha256:58cb85449b2a56d6684e41aeefb4c4280631246a0da1a719bdbe6f3fb0317446"},
-    {file = "types_python_dateutil-2.9.0.20241003-py3-none-any.whl", hash = "sha256:250e1d8e80e7bbc3a6c99b907762711d1a1cdd00e978ad39cb5940f6f0a87f3d"},
+    {file = "types_python_dateutil-2.9.0.20241206-py3-none-any.whl", hash = "sha256:e248a4bc70a486d3e3ec84d0dc30eec3a5f979d6e7ee4123ae043eedbb987f53"},
+    {file = "types_python_dateutil-2.9.0.20241206.tar.gz", hash = "sha256:18f493414c26ffba692a72369fea7a154c502646301ebfe3d56a04b3767284cb"},
 ]
 
 [[package]]
@@ -9497,13 +9560,13 @@ requests = ">=2.0.0,<3.0.0"
 
 [[package]]
 name = "win32-setctime"
-version = "1.1.0"
+version = "1.2.0"
 description = "A small Python utility to set file creation time on Windows"
 optional = false
 python-versions = ">=3.5"
 files = [
-    {file = "win32_setctime-1.1.0-py3-none-any.whl", hash = "sha256:231db239e959c2fe7eb1d7dc129f11172354f98361c4fa2d6d2d7e278baa8aad"},
-    {file = "win32_setctime-1.1.0.tar.gz", hash = "sha256:15cf5750465118d6929ae4de4eb46e8edae9a5634350c01ba582df868e932cb2"},
+    {file = "win32_setctime-1.2.0-py3-none-any.whl", hash = "sha256:95d644c4e708aba81dc3704a116d8cbc974d70b3bdb8be1d150e36be6e9d1390"},
+    {file = "win32_setctime-1.2.0.tar.gz", hash = "sha256:ae1fdf948f5640aae05c511ade119313fb6a30d7eabe25fef9764dca5873c4c0"},
 ]
 
 [package.extras]
@@ -10109,4 +10172,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.13"
-content-hash = "69fbe11a30c649544196546b9384ca5972bfd17a923b7dc8ff340f790984b5df"
+content-hash = "cfe649db5bb92147147430696897235f2a81ecd76779303547d230a6eaee75cf"
diff --git a/pyproject.toml b/pyproject.toml
index 3aea0db40b..f4ed44425c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -31,7 +31,7 @@ dashscope = "1.20.11"
 deepl = "1.18.0"
 demjson3 = "3.0.6"
 discord-py = "2.3.2"
-duckduckgo-search = "6.1.9"
+duckduckgo-search = "6.4.1"
 editdistance = "0.8.1"
 elastic-transport = "8.12.0"
 elasticsearch = "8.12.1"
@@ -117,6 +117,7 @@ pypdf2 = "^3.0.1"
 graspologic = "^3.4.1"
 pymysql = "^1.1.1"
 mini-racer = "^0.12.4"
+pyodbc = "^5.2.0"
 pyicu = "^2.13.1"
 flasgger = "^0.9.7.1"
 polars = { version = "^1.9.0", markers = "platform_machine == 'x86_64'" }
diff --git a/web/src/locales/config.ts b/web/src/locales/config.ts
index 83f6ca42db..50040306c3 100644
--- a/web/src/locales/config.ts
+++ b/web/src/locales/config.ts
@@ -24,10 +24,18 @@ const enFlattened = flattenObject(translation_en);
 const viFlattened = flattenObject(translation_vi);
 const esFlattened = flattenObject(translation_es);
 const zhFlattened = flattenObject(translation_zh);
+const jaFlattened = flattenObject(translation_ja);
 const zh_traditionalFlattened = flattenObject(translation_zh_traditional);
 export const translationTable = createTranslationTable(
-  [enFlattened, viFlattened, esFlattened, zhFlattened, zh_traditionalFlattened],
-  ['English', 'Vietnamese', 'Spanish', 'zh', 'zh-TRADITIONAL'],
+  [
+    enFlattened,
+    viFlattened,
+    esFlattened,
+    zhFlattened,
+    zh_traditionalFlattened,
+    jaFlattened,
+  ],
+  ['English', 'Vietnamese', 'Spanish', 'zh', 'zh-TRADITIONAL', 'ja'],
 );
 i18n
   .use(initReactI18next)
diff --git a/web/src/locales/en.ts b/web/src/locales/en.ts
index 7d26255f19..3bafaa1ed2 100644
--- a/web/src/locales/en.ts
+++ b/web/src/locales/en.ts
@@ -353,7 +353,8 @@ The above is the content you need to summarize.`,
       setAnOpenerTip: 'Set an opening greeting for users.',
       knowledgeBases: 'Knowledge bases',
       knowledgeBasesMessage: 'Please select',
-      knowledgeBasesTip: 'Select the knowledge bases to associate with this chat assistant.',
+      knowledgeBasesTip:
+        'Select the knowledge bases to associate with this chat assistant.',
       system: 'System',
       systemInitialValue: `You are an intelligent assistant. Please summarize the content of the knowledge base to answer the question. Please list the data in the knowledge base and answer in detail. When all knowledge base content is irrelevant to the question, your answer must include the sentence "The answer you are looking for is not found in the knowledge base!" Answers need to consider chat history.
       Here is the knowledge base:
@@ -455,8 +456,7 @@ The above is the content you need to summarize.`,
       profileDescription: 'Update your photo and personal details here.',
       maxTokens: 'Max Tokens',
       maxTokensMessage: 'Max Tokens is required',
-      maxTokensTip:
-        `This sets the maximum length of the model's output, measured in the number of tokens (words or pieces of words).`,
+      maxTokensTip: `This sets the maximum length of the model's output, measured in the number of tokens (words or pieces of words).`,
       maxTokensInvalidMessage: 'Please enter a valid number for Max Tokens.',
       maxTokensMinMessage: 'Max Tokens cannot be less than 0.',
       password: 'Password',
diff --git a/web/src/locales/vi.ts b/web/src/locales/vi.ts
index 87605f990e..8ad0a4b652 100644
--- a/web/src/locales/vi.ts
+++ b/web/src/locales/vi.ts
@@ -35,6 +35,7 @@ export default {
       submit: 'Gửi',
       vietnamese: 'Tiếng  việt',
       spanish: 'Tiếng Tây Ban Nha',
+      japanese: 'Tiếng Nhật',
     },
     login: {
       login: 'Đăng nhập',
@@ -447,6 +448,7 @@ export default {
         'Trong các cuộc trò chuyện nhiều vòng, truy vấn vào cơ sở kiến thức được tối ưu hóa. Mô hình lớn sẽ được gọi để sử dụng thêm các token.',
       howUseId: 'Làm thế nào để sử dụng ID cuộc trò chuyện?',
       description: 'Mô tả về trợ lý',
+      betaError: `"Beta API Token" không được để trống!`,
     },
     setting: {
       profile: 'Hồ sơ',
@@ -841,7 +843,7 @@ export default {
       timePeriod: 'Kỳ hạn',
       qWeatherLangOptions: {
         zh: 'Giản thể Trung Quốc',
-        'zh-hant': '繁體中文',
+        'zh-hant': 'Phồn thể Trung Quốc',
         en: 'Tiếng Anh',
         de: 'Tiếng Đức',
         es: 'Tiếng Tây Ban Nha',
@@ -1079,6 +1081,9 @@ export default {
       jsonUploadTypeErrorMessage: 'Vui lòng tải lên tệp json',
       dynamicParameters: 'Tham số động',
       emailSubject: 'Tiêu đề email',
+      ccEmail: 'Email CC',
+      toEmailTip: 'to_email: Email người nhận (Bắt buộc)',
+      ccEmailTip: 'cc_email: Email CC (Tùy chọn)',
     },
     footer: {
       profile: 'All rights reserved @ React',
diff --git a/web/src/pages/flow/constant.tsx b/web/src/pages/flow/constant.tsx
index a098aa9b58..c2880d71b1 100644
--- a/web/src/pages/flow/constant.tsx
+++ b/web/src/pages/flow/constant.tsx
@@ -2855,10 +2855,12 @@ export const QWeatherTimePeriodOptions = [
   '30d',
 ];
 
-export const ExeSQLOptions = ['mysql', 'postgresql', 'mariadb'].map((x) => ({
-  label: upperFirst(x),
-  value: x,
-}));
+export const ExeSQLOptions = ['mysql', 'postgresql', 'mariadb', 'mssql'].map(
+  (x) => ({
+    label: upperFirst(x),
+    value: x,
+  }),
+);
 
 export const SwitchElseTo = 'end_cpn_id';
 
diff --git a/web/src/pages/user-setting/setting-locale/index.tsx b/web/src/pages/user-setting/setting-locale/index.tsx
index bc8df7550d..373906f68a 100644
--- a/web/src/pages/user-setting/setting-locale/index.tsx
+++ b/web/src/pages/user-setting/setting-locale/index.tsx
@@ -5,7 +5,14 @@ function UserSettingLocale() {
   return (
     <TranslationTable
       data={translationTable}
-      languages={['English', 'Vietnamese', 'Spanish', 'zh', 'zh-TRADITIONAL']}
+      languages={[
+        'English',
+        'Vietnamese',
+        'Spanish',
+        'zh',
+        'zh-TRADITIONAL',
+        'ja',
+      ]}
     />
   );
 }