diff --git a/.github/workflows/api-tests.yml b/.github/workflows/api-tests.yml
index b9547b645..dca8e640c 100644
--- a/.github/workflows/api-tests.yml
+++ b/.github/workflows/api-tests.yml
@@ -53,9 +53,14 @@ jobs:
       - name: Run dify config tests
         run: poetry run -P api python dev/pytest/pytest_config_tests.py
 
+      - name: Cache MyPy
+        uses: actions/cache@v4
+        with:
+          path: api/.mypy_cache
+          key: mypy-${{ matrix.python-version }}-${{ runner.os }}-${{ hashFiles('api/poetry.lock') }}
+
       - name: Run mypy
-        run: |
-          poetry run -C api python -m mypy --install-types --non-interactive .
+        run: dev/run-mypy
 
       - name: Set up dotenvs
         run: |
diff --git a/api/poetry.lock b/api/poetry.lock
index 0cda9d322..a91023707 100644
--- a/api/poetry.lock
+++ b/api/poetry.lock
@@ -845,10 +845,6 @@ files = [
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-    {file = "Brotli-1.1.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:1e9a65b5736232e7a7f91ff3d02277f11d339bf34099a56cdab6a8b3410a02b2"},
-    {file = "Brotli-1.1.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:58d4b711689366d4a03ac7957ab8c28890415e267f9b6589969e74b6e42225ec"},
     {file = "Brotli-1.1.0-cp310-cp310-win32.whl", hash = "sha256:be36e3d172dc816333f33520154d708a2657ea63762ec16b62ece02ab5e4daf2"},
     {file = "Brotli-1.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:0c6244521dda65ea562d5a69b9a26120769b7a9fb3db2fe9545935ed6735b128"},
     {file = "Brotli-1.1.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:a3daabb76a78f829cafc365531c972016e4aa8d5b4bf60660ad8ecee19df7ccc"},
@@ -861,14 +857,8 @@ files = [
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-    {file = "Brotli-1.1.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c247dd99d39e0338a604f8c2b3bc7061d5c2e9e2ac7ba9cc1be5a69cb6cd832f"},
-    {file = "Brotli-1.1.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:1b2c248cd517c222d89e74669a4adfa5577e06ab68771a529060cf5a156e9757"},
-    {file = "Brotli-1.1.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:2a24c50840d89ded6c9a8fdc7b6ed3692ed4e86f1c4a4a938e1e92def92933e0"},
-    {file = "Brotli-1.1.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f31859074d57b4639318523d6ffdca586ace54271a73ad23ad021acd807eb14b"},
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-    {file = "Brotli-1.1.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:32d95b80260d79926f5fab3c41701dbb818fde1c9da590e77e571eefd14abe28"},
-    {file = "Brotli-1.1.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:b760c65308ff1e462f65d69c12e4ae085cff3b332d894637f6273a12a482d09f"},
     {file = "Brotli-1.1.0-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:316cc9b17edf613ac76b1f1f305d2a748f1b976b033b049a6ecdfd5612c70409"},
     {file = "Brotli-1.1.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:caf9ee9a5775f3111642d33b86237b05808dafcd6268faa492250e9b78046eb2"},
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     {file = "Brotli-1.1.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:a090ca607cbb6a34b0391776f0cb48062081f5f60ddcce5d11838e67a01928d1"},
     {file = "Brotli-1.1.0-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2de9d02f5bda03d27ede52e8cfe7b865b066fa49258cbab568720aa5be80a47d"},
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@@ -4405,6 +4363,21 @@ html5 = ["html5lib"]
 htmlsoup = ["BeautifulSoup4"]
 source = ["Cython (>=3.0.11,<3.1.0)"]
 
+[[package]]
+name = "lxml-stubs"
+version = "0.5.1"
+description = "Type annotations for the lxml package"
+optional = false
+python-versions = "*"
+groups = ["dev"]
+files = [
+    {file = "lxml-stubs-0.5.1.tar.gz", hash = "sha256:e0ec2aa1ce92d91278b719091ce4515c12adc1d564359dfaf81efa7d4feab79d"},
+    {file = "lxml_stubs-0.5.1-py3-none-any.whl", hash = "sha256:1f689e5dbc4b9247cb09ae820c7d34daeb1fdbd1db06123814b856dae7787272"},
+]
+
+[package.extras]
+test = ["coverage[toml] (>=7.2.5)", "mypy (>=1.2.0)", "pytest (>=7.3.0)", "pytest-mypy-plugins (>=1.10.1)"]
+
 [[package]]
 name = "lz4"
 version = "4.4.3"
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 ]
 
 [package.dependencies]
-mypy-extensions = ">=1.0.0"
-typing-extensions = ">=4.6.0"
+mypy_extensions = ">=1.0.0"
+typing_extensions = ">=4.6.0"
 
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
@@ -5135,7 +5108,7 @@ version = "1.26.4"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "indirect", "vdb"]
+groups = ["main", "dev", "indirect", "vdb"]
 files = [
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@@ -8859,6 +8832,18 @@ rich = ">=10.11.0"
 shellingham = ">=1.3.0"
 typing-extensions = ">=3.7.4.3"
 
+[[package]]
+name = "types-aiofiles"
+version = "24.1.0.20250326"
+description = "Typing stubs for aiofiles"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
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+]
+
 [[package]]
 name = "types-beautifulsoup4"
 version = "4.12.0.20250204"
@@ -8874,6 +8859,42 @@ files = [
 [package.dependencies]
 types-html5lib = "*"
 
+[[package]]
+name = "types-cachetools"
+version = "5.5.0.20240820"
+description = "Typing stubs for cachetools"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
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+]
+
+[[package]]
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+version = "0.4.15.20240311"
+description = "Typing stubs for colorama"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
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+
+[[package]]
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+description = "Typing stubs for defusedxml"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
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+]
+
 [[package]]
 name = "types-deprecated"
 version = "1.2.15.20250304"
@@ -8886,16 +8907,28 @@ files = [
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 ]
 
+[[package]]
+name = "types-docutils"
+version = "0.21.0.20241128"
+description = "Typing stubs for docutils"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
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+]
+
 [[package]]
 name = "types-flask-cors"
-version = "4.0.0.20240828"
+version = "5.0.0.20240902"
 description = "Typing stubs for Flask-Cors"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -8917,6 +8950,34 @@ files = [
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 Flask-SQLAlchemy = ">=3.0.1"
 
+[[package]]
+name = "types-gevent"
+version = "24.11.0.20250401"
+description = "Typing stubs for gevent"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
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+    {file = "types_gevent-24.11.0.20250401.tar.gz", hash = "sha256:1443f796a442062698e67d818fca50aa88067dee4021d457a7c0c6bedd6f46ca"},
+]
+
+[package.dependencies]
+types-greenlet = "*"
+types-psutil = "*"
+
+[[package]]
+name = "types-greenlet"
+version = "3.1.0.20250401"
+description = "Typing stubs for greenlet"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "types_greenlet-3.1.0.20250401-py3-none-any.whl", hash = "sha256:77987f3249b0f21415dc0254057e1ae4125a696a9bba28b0bcb67ee9e3dc14f6"},
+    {file = "types_greenlet-3.1.0.20250401.tar.gz", hash = "sha256:949389b64c34ca9472f6335189e9fe0b2e9704436d4f0850e39e9b7145909082"},
+]
+
 [[package]]
 name = "types-html5lib"
 version = "1.1.11.20241018"
@@ -8929,6 +8990,54 @@ files = [
     {file = "types_html5lib-1.1.11.20241018-py3-none-any.whl", hash = "sha256:3f1e064d9ed2c289001ae6392c84c93833abb0816165c6ff0abfc304a779f403"},
 ]
 
+[[package]]
+name = "types-markdown"
+version = "3.7.0.20250322"
+description = "Typing stubs for Markdown"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "types_markdown-3.7.0.20250322-py3-none-any.whl", hash = "sha256:7e855503027b4290355a310fb834871940d9713da7c111f3e98a5e1cbc77acfb"},
+    {file = "types_markdown-3.7.0.20250322.tar.gz", hash = "sha256:a48ed82dfcb6954592a10f104689d2d44df9125ce51b3cee20e0198a5216d55c"},
+]
+
+[[package]]
+name = "types-oauthlib"
+version = "3.2.0.20250403"
+description = "Typing stubs for oauthlib"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "types_oauthlib-3.2.0.20250403-py3-none-any.whl", hash = "sha256:02466f91a01522adfa4aaf0d7e76274f00a102eed40034117c5ecae768a2571e"},
+    {file = "types_oauthlib-3.2.0.20250403.tar.gz", hash = "sha256:40a4fcfb2e95235e399b5c0dd1cbe9d8c4b19415c09fb54c648d3397e02e0425"},
+]
+
+[[package]]
+name = "types-objgraph"
+version = "3.6.0.20240907"
+description = "Typing stubs for objgraph"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "types-objgraph-3.6.0.20240907.tar.gz", hash = "sha256:2e3dee675843ae387889731550b0ddfed06e9420946cf78a4bca565b5fc53634"},
+    {file = "types_objgraph-3.6.0.20240907-py3-none-any.whl", hash = "sha256:67207633a9b5789ee1911d740b269c3371081b79c0d8f68b00e7b8539f5c43f5"},
+]
+
+[[package]]
+name = "types-olefile"
+version = "0.47.0.20240806"
+description = "Typing stubs for olefile"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "types-olefile-0.47.0.20240806.tar.gz", hash = "sha256:96490f208cbb449a52283855319d73688ba9167ae58858ef8c506bf7ca2c6b67"},
+    {file = "types_olefile-0.47.0.20240806-py3-none-any.whl", hash = "sha256:c760a3deab7adb87a80d33b0e4edbbfbab865204a18d5121746022d7f8555118"},
+]
+
 [[package]]
 name = "types-openpyxl"
 version = "3.1.5.20250306"
@@ -8942,27 +9051,39 @@ files = [
 ]
 
 [[package]]
-name = "types-protobuf"
-version = "4.25.0.20240417"
-description = "Typing stubs for protobuf"
+name = "types-pexpect"
+version = "4.9.0.20241208"
+description = "Typing stubs for pexpect"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "types-protobuf-4.25.0.20240417.tar.gz", hash = "sha256:c34eff17b9b3a0adb6830622f0f302484e4c089f533a46e3f147568313544352"},
-    {file = "types_protobuf-4.25.0.20240417-py3-none-any.whl", hash = "sha256:e9b613227c2127e3d4881d75d93c93b4d6fd97b5f6a099a0b654a05351c8685d"},
+    {file = "types_pexpect-4.9.0.20241208-py3-none-any.whl", hash = "sha256:1928f478528454f0fea3495c16cf1ee2e67fca5c9fe97d60b868ac48c1fd5633"},
+    {file = "types_pexpect-4.9.0.20241208.tar.gz", hash = "sha256:bbca0d0819947a719989a5cfe83641d9212bef893e2f0a7a01e47926bc82401d"},
+]
+
+[[package]]
+name = "types-protobuf"
+version = "5.29.1.20250403"
+description = "Typing stubs for protobuf"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "types_protobuf-5.29.1.20250403-py3-none-any.whl", hash = "sha256:c71de04106a2d54e5b2173d0a422058fae0ef2d058d70cf369fb797bf61ffa59"},
+    {file = "types_protobuf-5.29.1.20250403.tar.gz", hash = "sha256:7ff44f15022119c9d7558ce16e78b2d485bf7040b4fadced4dd069bb5faf77a2"},
 ]
 
 [[package]]
 name = "types-psutil"
-version = "7.0.0.20250218"
+version = "7.0.0.20250401"
 description = "Typing stubs for psutil"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "types_psutil-7.0.0.20250218-py3-none-any.whl", hash = "sha256:1447a30c282aafefcf8941ece854e1100eee7b0296a9d9be9977292f0269b121"},
-    {file = "types_psutil-7.0.0.20250218.tar.gz", hash = "sha256:1e642cdafe837b240295b23b1cbd4691d80b08a07d29932143cbbae30eb0db9c"},
+    {file = "types_psutil-7.0.0.20250401-py3-none-any.whl", hash = "sha256:ed23f7140368104afe4e05a6085a5fa56fbe8c880a0f4dfe8d63e041106071ed"},
+    {file = "types_psutil-7.0.0.20250401.tar.gz", hash = "sha256:2a7d663c0888a079fc1643ebc109ad12e57a21c9552a9e2035da504191336dbf"},
 ]
 
 [[package]]
@@ -8977,6 +9098,33 @@ files = [
     {file = "types_psycopg2-2.9.21.20250318.tar.gz", hash = "sha256:eb6eac5bfb16adfd5f16b818918b9e26a40ede147e0f2bbffdf53a6ef7025a87"},
 ]
 
+[[package]]
+name = "types-pygments"
+version = "2.19.0.20250305"
+description = "Typing stubs for Pygments"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "types_pygments-2.19.0.20250305-py3-none-any.whl", hash = "sha256:ca88aae5ec426f9b107c0f7adc36dc096d2882d930a49f679eaf4b8b643db35d"},
+    {file = "types_pygments-2.19.0.20250305.tar.gz", hash = "sha256:044c50e80ecd4128c00a7268f20355e16f5c55466d3d49dfda09be920af40b4b"},
+]
+
+[package.dependencies]
+types-docutils = "*"
+
+[[package]]
+name = "types-pymysql"
+version = "1.1.0.20241103"
+description = "Typing stubs for PyMySQL"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "types-PyMySQL-1.1.0.20241103.tar.gz", hash = "sha256:a7628542919a0ba87625fb79eefb2a2de45fb4ad32afe6e561e8f2f27fb58b8c"},
+    {file = "types_PyMySQL-1.1.0.20241103-py3-none-any.whl", hash = "sha256:1a32efd8a74b5bf74c4de92a86c1cc6edaf3802dcfd5546635ab501eb5e3c096"},
+]
+
 [[package]]
 name = "types-python-dateutil"
 version = "2.9.0.20241206"
@@ -8995,78 +9143,162 @@ version = "2025.1.0.20250318"
 description = "Typing stubs for pytz"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
     {file = "types_pytz-2025.1.0.20250318-py3-none-any.whl", hash = "sha256:04dba4907c5415777083f9548693c6d9f80ec53adcaff55a38526a3f8ddcae04"},
     {file = "types_pytz-2025.1.0.20250318.tar.gz", hash = "sha256:97e0e35184c6fe14e3a5014512057f2c57bb0c6582d63c1cfcc4809f82180449"},
 ]
 
 [[package]]
-name = "types-pyyaml"
-version = "6.0.12.20241230"
-description = "Typing stubs for PyYAML"
+name = "types-pywin32"
+version = "310.0.0.20250319"
+description = "Typing stubs for pywin32"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "types_PyYAML-6.0.12.20241230-py3-none-any.whl", hash = "sha256:fa4d32565219b68e6dee5f67534c722e53c00d1cfc09c435ef04d7353e1e96e6"},
-    {file = "types_pyyaml-6.0.12.20241230.tar.gz", hash = "sha256:7f07622dbd34bb9c8b264fe860a17e0efcad00d50b5f27e93984909d9363498c"},
+    {file = "types_pywin32-310.0.0.20250319-py3-none-any.whl", hash = "sha256:baeb558a82251f7d430d135036b054740893902fdee3f9fe568322730ff49779"},
+    {file = "types_pywin32-310.0.0.20250319.tar.gz", hash = "sha256:4d28fb85b3f268a92905a7242df48c530c847cfe4cdb112386101ab6407660d8"},
+]
+
+[[package]]
+name = "types-pyyaml"
+version = "6.0.12.20250402"
+description = "Typing stubs for PyYAML"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "types_pyyaml-6.0.12.20250402-py3-none-any.whl", hash = "sha256:652348fa9e7a203d4b0d21066dfb00760d3cbd5a15ebb7cf8d33c88a49546681"},
+    {file = "types_pyyaml-6.0.12.20250402.tar.gz", hash = "sha256:d7c13c3e6d335b6af4b0122a01ff1d270aba84ab96d1a1a1063ecba3e13ec075"},
 ]
 
 [[package]]
 name = "types-regex"
-version = "2024.11.6.20250318"
+version = "2024.11.6.20250403"
 description = "Typing stubs for regex"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "types_regex-2024.11.6.20250318-py3-none-any.whl", hash = "sha256:9309fe5918ee7ffe859c04c18040697655fade366c4dc844bbebe86976a9980b"},
-    {file = "types_regex-2024.11.6.20250318.tar.gz", hash = "sha256:6d472d0acf37b138cb32f67bd5ab1e7a200e94da8c1aa93ca3625a63e2efe1f3"},
+    {file = "types_regex-2024.11.6.20250403-py3-none-any.whl", hash = "sha256:e22c0f67d73f4b4af6086a340f387b6f7d03bed8a0bb306224b75c51a29b0001"},
+    {file = "types_regex-2024.11.6.20250403.tar.gz", hash = "sha256:3fdf2a70bbf830de4b3a28e9649a52d43dabb57cdb18fbfe2252eefb53666665"},
 ]
 
 [[package]]
 name = "types-requests"
-version = "2.31.0.20240406"
+version = "2.32.0.20250328"
 description = "Typing stubs for requests"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "types-requests-2.31.0.20240406.tar.gz", hash = "sha256:4428df33c5503945c74b3f42e82b181e86ec7b724620419a2966e2de604ce1a1"},
-    {file = "types_requests-2.31.0.20240406-py3-none-any.whl", hash = "sha256:6216cdac377c6b9a040ac1c0404f7284bd13199c0e1bb235f4324627e8898cf5"},
+    {file = "types_requests-2.32.0.20250328-py3-none-any.whl", hash = "sha256:72ff80f84b15eb3aa7a8e2625fffb6a93f2ad5a0c20215fc1dcfa61117bcb2a2"},
+    {file = "types_requests-2.32.0.20250328.tar.gz", hash = "sha256:c9e67228ea103bd811c96984fac36ed2ae8da87a36a633964a21f199d60baf32"},
 ]
 
 [package.dependencies]
 urllib3 = ">=2"
 
+[[package]]
+name = "types-requests-oauthlib"
+version = "2.0.0.20250306"
+description = "Typing stubs for requests-oauthlib"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "types_requests_oauthlib-2.0.0.20250306-py3-none-any.whl", hash = "sha256:37707de81d9ce54894afcccd70d4a845dbe4c59e747908faaeba59a96453d993"},
+    {file = "types_requests_oauthlib-2.0.0.20250306.tar.gz", hash = "sha256:92e5f1ed35689b1804fdcd60b7ac39b0bd440a4b96693685879bc835b334797f"},
+]
+
+[package.dependencies]
+types-oauthlib = "*"
+types-requests = "*"
+
+[[package]]
+name = "types-shapely"
+version = "2.0.0.20250404"
+description = "Typing stubs for shapely"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "types_shapely-2.0.0.20250404-py3-none-any.whl", hash = "sha256:170fb92f5c168a120db39b3287697fdec5c93ef3e1ad15e52552c36b25318821"},
+    {file = "types_shapely-2.0.0.20250404.tar.gz", hash = "sha256:863f540b47fa626c33ae64eae06df171f9ab0347025d4458d2df496537296b4f"},
+]
+
+[package.dependencies]
+numpy = ">=1.20"
+
+[[package]]
+name = "types-simplejson"
+version = "3.20.0.20250326"
+description = "Typing stubs for simplejson"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "types_simplejson-3.20.0.20250326-py3-none-any.whl", hash = "sha256:db1ddea7b8f7623b27a137578f22fc6c618db8c83ccfb1828ca0d2f0ec11efa7"},
+    {file = "types_simplejson-3.20.0.20250326.tar.gz", hash = "sha256:b2689bc91e0e672d7a5a947b4cb546b76ae7ddc2899c6678e72a10bf96cd97d2"},
+]
+
 [[package]]
 name = "types-six"
-version = "1.17.0.20250304"
+version = "1.17.0.20250403"
 description = "Typing stubs for six"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "types_six-1.17.0.20250304-py3-none-any.whl", hash = "sha256:e482df1d439375f4b7c1f2540b1b8584aea82850164a296203ead4a7024fe14f"},
-    {file = "types_six-1.17.0.20250304.tar.gz", hash = "sha256:eeb240f9faec63ddd0498d6c0b6abd0496b154a66f960c004d4d733cf31bb4bd"},
+    {file = "types_six-1.17.0.20250403-py3-none-any.whl", hash = "sha256:0bbb20fc34a18163afe7cac70b85864bd6937e6d73413c5b8f424def28760ae8"},
+    {file = "types_six-1.17.0.20250403.tar.gz", hash = "sha256:82076f86e6e672a95adbf8b52625b1b3c72a8b9a893180344c1a02a6daabead6"},
 ]
 
+[[package]]
+name = "types-tensorflow"
+version = "2.18.0.20250404"
+description = "Typing stubs for tensorflow"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "types_tensorflow-2.18.0.20250404-py3-none-any.whl", hash = "sha256:4ad86534e6cfd6b36b2c97239ef9d122c44b167b25630b7c873a1483f9befd15"},
+    {file = "types_tensorflow-2.18.0.20250404.tar.gz", hash = "sha256:b38a427bbec805e4879d248f070baea802673c04cc5ccbe5979d742faa160670"},
+]
+
+[package.dependencies]
+numpy = ">=1.20"
+types-protobuf = "*"
+types-requests = "*"
+
 [[package]]
 name = "types-tqdm"
-version = "4.67.0.20250301"
+version = "4.67.0.20250404"
 description = "Typing stubs for tqdm"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "types_tqdm-4.67.0.20250301-py3-none-any.whl", hash = "sha256:8af97deb8e6874af833555dc1fe0fcd456b1a789470bf6cd8813d4e7ee4f6c5b"},
-    {file = "types_tqdm-4.67.0.20250301.tar.gz", hash = "sha256:5e89a38ad89b867823368eb97d9f90d2fc69806bb055dde62716a05da62b5e0d"},
+    {file = "types_tqdm-4.67.0.20250404-py3-none-any.whl", hash = "sha256:4a9b897eb4036f757240f4cb4a794f296265c04de46fdd058e453891f0186eed"},
+    {file = "types_tqdm-4.67.0.20250404.tar.gz", hash = "sha256:e9997c655ffbba3ab78f4418b5511c05a54e76824d073d212166dc73aa56c768"},
 ]
 
 [package.dependencies]
 types-requests = "*"
 
+[[package]]
+name = "types-ujson"
+version = "5.10.0.20250326"
+description = "Typing stubs for ujson"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "types_ujson-5.10.0.20250326-py3-none-any.whl", hash = "sha256:acc0913f569def62ef6a892c8a47703f65d05669a3252391a97765cf207dca5b"},
+    {file = "types_ujson-5.10.0.20250326.tar.gz", hash = "sha256:5469e05f2c31ecb3c4c0267cc8fe41bcd116826fbb4ded69801a645c687dd014"},
+]
+
 [[package]]
 name = "typing-extensions"
 version = "4.12.2"
@@ -10148,4 +10380,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.11,<3.13"
-content-hash = "a094082d2fd4d8ea480ac800e54029bdb604de70a7b4348778bdcddb39b06c7e"
+content-hash = "7bdb4c26ad249bacd8149e8931f4cdc25d9d0cb319329b1e939e1b4f2c7f40b1"
diff --git a/api/pyproject.toml b/api/pyproject.toml
index 0cea0293a..387935229 100644
--- a/api/pyproject.toml
+++ b/api/pyproject.toml
@@ -1,7 +1,7 @@
 [project]
 name = "dify-api"
 requires-python = ">=3.11,<3.13"
-dynamic = [ "dependencies" ]
+dynamic = ["dependencies"]
 
 [build-system]
 requires = ["poetry-core>=2.0.0"]
@@ -147,27 +147,47 @@ optional = true
 [tool.poetry.group.dev.dependencies]
 coverage = "~7.2.4"
 faker = "~32.1.0"
-mypy = "~1.13.0"
+lxml-stubs = "~0.5.1"
+mypy = "~1.15.0"
 pytest = "~8.3.2"
 pytest-benchmark = "~4.0.0"
 pytest-env = "~1.1.3"
 pytest-mock = "~3.14.0"
+types-aiofiles = "~24.1.0"
 types-beautifulsoup4 = "~4.12.0"
+types-cachetools = "~5.5.0"
+types-colorama = "~0.4.15"
+types-defusedxml = "~0.7.0"
 types-deprecated = "~1.2.15"
-types-flask-cors = "~4.0.0"
+types-docutils = "~0.21.0"
+types-flask-cors = "~5.0.0"
 types-flask-migrate = "~4.1.0"
+types-gevent = "~24.11.0"
+types-greenlet = "~3.1.0"
 types-html5lib = "~1.1.11"
+types-markdown = "~3.7.0"
+types-oauthlib = "~3.2.0"
+types-objgraph = "~3.6.0"
+types-olefile = "~0.47.0"
 types-openpyxl = "~3.1.5"
-types-protobuf = "~4.25.0"
+types-pexpect = "~4.9.0"
+types-protobuf = "~5.29.1"
 types-psutil = "~7.0.0"
 types-psycopg2 = "~2.9.21"
+types-pygments = "~2.19.0"
+types-pymysql = "~1.1.0"
 types-python-dateutil = "~2.9.0"
-types-pytz = "~2025.1"
-types-pyyaml = "~6.0.2"
+types-pywin32 = "~310.0.0"
+types-pyyaml = "~6.0.12"
 types-regex = "~2024.11.6"
-types-requests = "~2.31.0"
+types-requests = "~2.32.0"
+types-requests-oauthlib = "~2.0.0"
+types-shapely = "~2.0.0"
+types-simplejson = "~3.20.0"
 types-six = "~1.17.0"
+types-tensorflow = "~2.18.0"
 types-tqdm = "~4.67.0"
+types-ujson = "~5.10.0"
 
 ############################################################
 # [ Lint ] dependency group
diff --git a/dev/reformat b/dev/reformat
index 82f96b8e8..daab53895 100755
--- a/dev/reformat
+++ b/dev/reformat
@@ -16,3 +16,6 @@ poetry run -C api ruff format ./
 
 # run dotenv-linter linter
 poetry run -P api dotenv-linter ./api/.env.example ./web/.env.example
+
+# run mypy check
+dev/run-mypy
diff --git a/dev/run-mypy b/dev/run-mypy
new file mode 100755
index 000000000..cdbbef515
--- /dev/null
+++ b/dev/run-mypy
@@ -0,0 +1,11 @@
+#!/bin/bash
+
+set -x
+
+if ! command -v mypy &> /dev/null; then
+    poetry install -C api --with dev
+fi
+
+# run mypy checks
+poetry run -C api \
+  python -m mypy --install-types --non-interactive .