diff --git a/constraints.txt b/constraints.txt
index 0bccd0ef..2c8a5beb 100644
--- a/constraints.txt
+++ b/constraints.txt
@@ -183,7 +183,7 @@ jaraco.classes>=3.4.0
 jaraco.context>=6.0.1
 jaraco.functools>=4.3.0
 jedi>=0.19.2
-jellyfish>=1.2.1
+jellyfish>=0.8.7
 Jinja2>=3.1.6
 jiter>=0.11.1
 joblib>=1.5.2
@@ -273,9 +273,6 @@ onnxruntime>=1.23.2
 openai>=2.7.1
 openpyxl>=3.1.5
 opentelemetry-api>=1.34.1
-# 2026-08-30 this project publishes betas only, so the specifier names one.
-# That is what lets pip take it now that the build no longer passes --pre.
-opentelemetry-semantic-conventions>=0.60b1
 optree>=0.17.0
 optuna>=4.2.1
 orjson>=3.11.4
@@ -326,7 +323,7 @@ pycodestyle>=2.12.0
 pycparser>=2.23
 pyct>=0.5.0
 pydantic>=2.12.4
-pydantic-ai-slim>=1.106.0
+pydantic-ai-slim>=1.12.0
 pydantic-evals>=1.12.0
 pydantic-graph>=1.12.0
 pydantic-settings>=2.11.0
diff --git a/cycles/2026_04.toml b/cycles/2026_04.toml
index da74e40e..13baa159 100644
--- a/cycles/2026_04.toml
+++ b/cycles/2026_04.toml
@@ -19,28 +19,28 @@ sha256 = "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
 
 [pythons."3.13"]
 ver2 = "3.13.15.1"
-src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20260901/cpython-3.13.15+20260901-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
-sha  = "63d263ab0162f34a241a56dc5b283c22d6e131f5516117e6a921350c69ba7d4f"
+src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20260924/cpython-3.13.15+20260924-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
+sha  = "e42fa944748a50e9ff481cbb817ef8a6e3da6fbcf0cf6f29b554e1acb8c7384d"
 
 [pythons."3.14"]
 ver2 = "3.14.7.1"
-src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20260901/cpython-3.14.7+20260901-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
-sha  = "ca3c33ca924dfcab3b74205a7a58a88b0255135c53f95497b26b5e60700fd66d"
+src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20260924/cpython-3.14.7+20260924-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
+sha  = "1493fc4185edf84bbd4305c15c5fbac2d4fcd4ddd7eb6273903669a5d3106178"
 
 [pythons."3.14F"]
 ver2 = "3.14.7.1"
-src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20260901/cpython-3.14.7+20260901-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz"
-sha  = "dced1d9049950d3919d9ff376fbdf881ee9ab653ab95ac70cc626da82aed4d5c"
+src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20260924/cpython-3.14.7+20260924-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz"
+sha  = "fab023c3ab6c67539c31f0204139dc8f23816ff9a316c90ca2632d48865db1f5"
 
 [pythons."3.15"]
 ver2 = "3.15.0.5"
-src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20260901/cpython-3.15.0rc2+20260901-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
-sha  = "eaf415c52191f538c09b6347fb737fcb1255539a59f165bad0cac847600a8490"
+src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20260924/cpython-3.15.0rc2+20260924-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
+sha  = "2a55fddfc90f1340c8149a56bfa3cd0184e4d918ba2f1a392f3d2fec5bf12fc3"
 
 [pythons."3.15F"]
 ver2 = "3.15.0.5"
-src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20260901/cpython-3.15.0rc2+20260901-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz"
-sha  = "064767f278b7c7f3340e862256c09a9ce5300af10bbdef27bc53342a88273951"
+src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20260924/cpython-3.15.0rc2+20260924-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz"
+sha  = "0593f21d424e2e4f144996c826bbf4e34c275a7598f1a7fd53d34889e33c7c3b"
 
 # Flavors become the job matrix. 2026-02 renamed "free" to "dotf", so this
 # varies per cycle too and belongs in the cycle file.
diff --git a/winpython/portable/cycle_2026_04/pylock.64-3_13_15_1dotb2.toml b/winpython/portable/cycle_2026_04/pylock.64-3_13_15_1dotb2.toml
new file mode 100644
index 00000000..eb30b32c
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/pylock.64-3_13_15_1dotb2.toml
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diff --git a/winpython/portable/cycle_2026_04/pylock.64-3_13_15_1slimb2.toml b/winpython/portable/cycle_2026_04/pylock.64-3_13_15_1slimb2.toml
new file mode 100644
index 00000000..45a05eaf
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/pylock.64-3_13_15_1slimb2.toml
@@ -0,0 +1,5810 @@
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diff --git a/winpython/portable/cycle_2026_04/requir.64-3_13_15_1dotb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_13_15_1dotb2.txt
new file mode 100644
index 00000000..5514f7a5
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_13_15_1dotb2.txt
@@ -0,0 +1,16 @@
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diff --git a/winpython/portable/cycle_2026_04/requir.64-3_13_15_1slimb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_13_15_1slimb2.txt
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index 00000000..8eafda36
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+    --hash=sha256:dff9461ec275f22135650d5ba4b4931a11f3958df7dfbb8db630000d4dee0883
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+alabaster==1.0.0 \
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diff --git a/winpython/portable/cycle_2026_04/requir.64-3_14_7_1dotb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_14_7_1dotb2.txt
new file mode 100644
index 00000000..5514f7a5
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_14_7_1dotb2.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_14_7_1dotfb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_14_7_1dotfb2.txt
new file mode 100644
index 00000000..5514f7a5
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_14_7_1dotfb2.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_14_7_1slimb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_14_7_1slimb2.txt
new file mode 100644
index 00000000..56b9cedc
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_14_7_1slimb2.txt
@@ -0,0 +1,1058 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
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+aiofile==3.11.1 \
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+aiofiles==25.1.0 \
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+aiohttp==3.14.3 \
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+wcwidth==0.7.0 \
+    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
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+websockets==15.0.1 \
+    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
+werkzeug==3.1.8 \
+    --hash=sha256:63a77fb8892bf28ebc3178683445222aa500e48ebad5ec77b0ad80f8726b1f50
+whatthepatch==1.0.7 \
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+wheel==0.47.0 \
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+widgetsnbextension==4.0.15 \
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+wordcloud==1.9.6 \
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+wppm==17.13.20260913 \
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+wsproto==1.3.2 \
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+xarray==2026.7.0 \
+    --hash=sha256:bf9dd130b93806dc78e90c1b7ac24851b31557b888674c53622235691cf21824
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.7.0 \
+    --hash=sha256:2a61e2a3fb23c892496d587b470dee7fa1b58b248a187719c65ea8e94ec13257
+xyzservices==2026.3.0 \
+    --hash=sha256:503183d4b322bfebc3c50cdd21192aa3e81e36c5efbf9133d54ae82143e0576b
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.5 \
+    --hash=sha256:5ba4f78df2bcc19f764a4b26a8a4f5049c110090ad5825993aacb052bf8003ad
+yt-dlp==2026.7.4 \
+    --hash=sha256:f11f2b11d5a8ac4059f9bdf29fa4407dc7c6bb00c5097e95ca22a7a9db518266
+zipp==4.1.0 \
+    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_14_7_1slimfb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_14_7_1slimfb2.txt
new file mode 100644
index 00000000..0cc5a1c2
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_14_7_1slimfb2.txt
@@ -0,0 +1,944 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+adbc-driver-manager==1.12.0 \
+    --hash=sha256:cfa08f8c7c63e3fa92eb4e26ef4d8a9520cf92a39281cd011821f6f16a963080
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
+aiohttp==3.14.3 \
+    --hash=sha256:b20032766aedf6261c7a566585a40867d092ac03a0d81592d5370ef9b054f99b
+aiosignal==1.4.0 \
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+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.18.5 \
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+altair==6.2.2 \
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+annotated-doc==0.0.5 \
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+anthropic==0.121.0 \
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+anyio==4.14.2 \
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+anywidget==0.11.0 \
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+appdirs==1.4.4 \
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+argcomplete==3.7.2 \
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+argon2-cffi==25.1.0 \
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+    --hash=sha256:b55aec3565b65f56455eebc9b9f34130440404f27fe21c3b375bf1ea4d8fbae6
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+arrow==1.4.0 \
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diff --git a/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotb2.txt
new file mode 100644
index 00000000..5514f7a5
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotb2.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotfb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotfb2.txt
new file mode 100644
index 00000000..5514f7a5
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5dotfb2.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.13.20260913 \
+    --hash=sha256:86efc07a0c3c0ba9ca90d2f4b9dc6ffef0a258662b52f731b38655d871df76ca
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimb2.txt
new file mode 100644
index 00000000..6f01489b
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimb2.txt
@@ -0,0 +1,814 @@
+absl-py==2.5.0 \
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+python-barcode==0.16.1 \
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+    --hash=sha256:132994765cf75bf44554be9aa49b06ef2345d23661a96720262716438141b6b2
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+python-slugify==8.0.4 \
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+yarl==1.24.5 \
+    --hash=sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7
+yt-dlp==2026.7.4 \
+    --hash=sha256:f11f2b11d5a8ac4059f9bdf29fa4407dc7c6bb00c5097e95ca22a7a9db518266
+zipp==4.1.0 \
+    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f
diff --git a/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimfb2.txt b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimfb2.txt
new file mode 100644
index 00000000..141e0dca
--- /dev/null
+++ b/winpython/portable/cycle_2026_04/requir.64-3_15_0_5slimfb2.txt
@@ -0,0 +1,742 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101
+annotated-types==0.8.0 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
+anthropic==0.121.0 \
+    --hash=sha256:6048713fa441e59e1cba8363171cd2a86273b25bd213e9c7ac70a523af88b011
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494
+anywidget==0.11.0 \
+    --hash=sha256:c574d9acc6503ad27b37a9acea48f957a8ba7c9c9876cfcb37898931c098ce9d
+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.7.2 \
+    --hash=sha256:6029205678bdd9c1c728a155f5f9ecf5812393f969eef58807641a2bc2aa5b19
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==26.1.0 \
+    --hash=sha256:1a0a29ed86960e44eaace7e081bdfab4f08b012fd96ec8edba71e2ad020939e4
+array-api-compat==1.15.0 \
+    --hash=sha256:7b1b9c53269061403fd5f45a8de349f16e7887653328bfa0c5f2d45299ff0a8e
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
+    --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
+asgiref==3.12.1 \
+    --hash=sha256:fe386d1c2bff7259ea95929266d12a8cf9a8b5a1c2598402967d8792e7a7c094
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+ast-serialize==0.8.0 \
+    --hash=sha256:bd84d60bca7079e741be4ac5dbe237751a59d7f6f9f0126b11880d63822cbe16
+asteval==1.0.9 \
+    --hash=sha256:60513ea5d608d27bdb0cf3785dc993a6c3adeaee45f1bded0953a09e904e461f
+astroid==4.0.4 \
+    --hash=sha256:52f39653876c7dec3e3afd4c2696920e05c83832b9737afc21928f2d2eb7a753
+asttokens==3.0.2 \
+    --hash=sha256:9da13157f5b28becde0bd374fc677dcd3c290614264eff096f167c469cd9f933
+async-lru==2.3.0 \
+    --hash=sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315
+attrs==26.1.0 \
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+autopep8==2.3.2 \
+    --hash=sha256:ce8ad498672c845a0c3de2629c15b635ec2b05ef8177a6e7c91c74f3e9b51128
+azure-core==1.41.0 \
+    --hash=sha256:522b4011e8180b1a3dcd2024396a4e7fe9ac37fb8597db47163d230b5efe892d
+azure-cosmos==4.16.1 \
+    --hash=sha256:43717215ec1433c1ea0f0e3d465f9182fb5afff3ae2331e595367122297872f1
+babel==2.18.0 \
+    --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
+beartype==0.22.9 \
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+    --hash=sha256:d6f88de62e1d4e38ecb1077eb9724cd0eff29d2a08ca16a401e9b9e93f117cf9
+binaryornot==0.6.0 \
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+black==26.5.1 \
+    --hash=sha256:4ed7f7da04046d2e488437170797d3b4a4ad83906683bcb7dfc68b673bbce5e2
+bleach==6.4.0 \
+    --hash=sha256:4b6b6a54fff2e69a3dde9d21cc6301220bee3c3cb792187d11403fd795031081
+blinker==1.9.0 \
+    --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+cachetools==7.1.4 \
+    --hash=sha256:323dc4127934744db5b54eb4924482d7edafbf9554e820d1531c2e08c0e4ef54
+cattrs==26.1.0 \
+    --hash=sha256:d1e0804c42639494d469d08d4f26d6b9de9b8ab26b446db7b5f8c2e97f7c3096
+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
+cffi==2.1.1 \
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+chardet==5.2.0 \
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+charset-normalizer==3.5.1 \
+    --hash=sha256:35aea775dc2bd5f54cd84a1cd2696cc3207c479cb9cf0bd346f0d343e4300ddb
+click==8.4.2 \
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+cloudpickle==3.1.2 \
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+colorama==0.4.6 \
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+decorator==5.3.1 \
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+defusedxml==0.7.1 \
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+diff-match-patch==20241021 \
+    --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
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+dnspython==2.8.0 \
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+docstring-parser==0.18.0 \
+    --hash=sha256:b3fcbed555c47d8479be0796ef7e19c2670d428d72e96da63f3a40122860374b
+docstring-to-markdown==0.17 \
+    --hash=sha256:fd7d5094aa83943bf5f9e1a13701866b7c452eac19765380dead666e36d3711c
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+et-xmlfile==2.0.0 \
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+exceptiongroup==1.3.1 \
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+flatbuffers==25.12.19 \
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+flit-core==4.0.2 \
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+graphene==3.4.3 \
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