From 3b73a6f4d478c7d3884243b5abfc273b1262ef11 Mon Sep 17 00:00:00 2001
From: John Agapiou <jagapiou@users.noreply.github.com>
Date: Wed, 11 Dec 2024 15:38:25 +0000
Subject: [PATCH 1/5] WIP

---
 .devcontainer/devcontainer.json               |  2 +-
 .github/actions/install/action.yml            | 10 +---
 .devcontainer/setup.sh => bin/install.sh      | 17 ++++--
 bin/setup_venv.sh                             | 36 ++++++++++++
 bin/test.sh                                   | 41 ++++++++++++++
 bin/test_examples.sh                          | 56 +++++++++++++++++++
 bin/update_requirements.sh                    | 22 ++++++++
 .../{requirements.txt => requirements.in}     |  2 +-
 8 files changed, 169 insertions(+), 17 deletions(-)
 rename .devcontainer/setup.sh => bin/install.sh (75%)
 create mode 100755 bin/setup_venv.sh
 create mode 100755 bin/test.sh
 create mode 100755 bin/test_examples.sh
 create mode 100755 bin/update_requirements.sh
 rename examples/{requirements.txt => requirements.in} (72%)

diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index 279e706f..9a5982b3 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -2,7 +2,7 @@
 {
   "name": "Concordia",
   "image": "mcr.microsoft.com/devcontainers/python:0-3.11",
-  "postCreateCommand": ".devcontainer/setup.sh",
+  "postCreateCommand": "./bin/install.sh",
   "customizations": {
     "vscode": {
       "extensions": [
diff --git a/.github/actions/install/action.yml b/.github/actions/install/action.yml
index 2f745596..a2de2ee4 100644
--- a/.github/actions/install/action.yml
+++ b/.github/actions/install/action.yml
@@ -46,21 +46,13 @@ runs:
     - name: Create venv
       if: steps.restore.outputs.cache-hit != 'true'
       shell: bash
-      run: |
-        python -m venv venv
+      run: ./bin/setup_venv.sh venv
 
     - name: Activate venv
       shell: bash
       run: |
         echo "${PWD}/venv/bin" >> $GITHUB_PATH
 
-    - name: Install
-      if: steps.restore.outputs.cache-hit != 'true'
-      shell: bash
-      run: |
-        pip install --require-virtualenv --require-hashes -r requirements.txt
-        pip install --require-virtualenv --no-deps --no-index --no-build-isolation --editable .
-
     - name: Show installation
       shell: bash
       run: |
diff --git a/.devcontainer/setup.sh b/bin/install.sh
similarity index 75%
rename from .devcontainer/setup.sh
rename to bin/install.sh
index e9e08d6e..fff48870 100755
--- a/.devcontainer/setup.sh
+++ b/bin/install.sh
@@ -14,13 +14,18 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 #
-# Set up devcontainer
-set -e
+# Install concordia.
+set -euxo pipefail
+cd "$(dirname "$0")/.."
 
-python --version
-pip --version
-pip list
+echo 'Installing requirements...'
+pip install --no-deps --require-hashes --requirement requirements.txt
+echo
+echo
 
-pip install --no-deps --require-hashes -r requirements.txt
+echo 'Installing Concordia...'
 pip install --no-deps --no-index --no-build-isolation --editable .
+echo
+echo
+
 pip list
diff --git a/bin/setup_venv.sh b/bin/setup_venv.sh
new file mode 100755
index 00000000..fde20a5d
--- /dev/null
+++ b/bin/setup_venv.sh
@@ -0,0 +1,36 @@
+#!/bin/bash
+#
+# Copyright 2024 DeepMind Technologies Limited.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+# Sets up the virtual environment.
+set -euo pipefail
+cd "$(dirname "$0")/.."
+
+readonly VENV_PATH="${1:-venv}"
+if [[ -d "${VENV_PATH}" ]]; then
+  read -p "Virtual environment "${VENV_PATH}" already exists. Overwrite? (Y/N) " confirm
+  [[ "${confirm}" = [Yy]* ]] && rm -rf "${VENV_PATH}" || exit 1
+fi
+
+echo "Creating virtual environment at ${VENV_PATH}..."
+python3 -m venv "${VENV_PATH}"
+source "${VENV_PATH}"/bin/activate
+python --version
+pip --version
+pip list
+echo
+echo
+
+./bin/install.sh
diff --git a/bin/test.sh b/bin/test.sh
new file mode 100755
index 00000000..8fc2f229
--- /dev/null
+++ b/bin/test.sh
@@ -0,0 +1,41 @@
+#!/bin/bash
+#
+# Copyright 2024 DeepMind Technologies Limited.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+# Test concordia.
+set -euxo pipefail
+cd "$(dirname "$0")/.."
+FAILURES=false
+
+echo "pytest concordia..."
+pytest concordia || FAILURES=true
+echo
+echo
+
+echo "pytype concordia..."
+pytype concordia || FAILURES=true
+echo
+echo
+
+echo "pylint concordia..."
+pylint --errors-only concordia || FAILURES=true
+echo
+echo
+
+if "${FAILURES}"; then
+  echo -e '\033[0;31mFAILURE\033[0m' && exit 1
+else
+  echo -e '\033[0;32mSUCCESS\033[0m'
+fi
diff --git a/bin/test_examples.sh b/bin/test_examples.sh
new file mode 100755
index 00000000..bbf09822
--- /dev/null
+++ b/bin/test_examples.sh
@@ -0,0 +1,56 @@
+#!/bin/bash
+#
+# Copyright 2024 DeepMind Technologies Limited.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+# Test the examples.
+set -euxo pipefail
+cd "$(dirname "$0")/.."
+FAILURES=false
+
+echo "pytest examples..."
+pytest examples || FAILURES=true
+echo
+echo
+
+echo "pytype examples..."
+pytype examples || FAILURES=true
+echo
+echo
+
+echo "pylint examples..."
+pylint --errors-only examples || FAILURES=true
+echo
+echo
+
+echo "convert notebooks..."
+./bin/convert_notebooks.sh notebooks
+echo
+echo
+
+echo "pytype notebooks..."
+pytype --pythonpath=. notebooks || FAILURES=true
+echo
+echo
+
+echo "pylint notebooks..."
+pylint --errors-only notebooks || FAILURES=true
+echo
+echo
+
+if "${FAILURES}"; then
+  echo -e '\033[0;31mFAILURE\033[0m' && exit 1
+else
+  echo -e '\033[0;32mSUCCESS\033[0m'
+fi
diff --git a/bin/update_requirements.sh b/bin/update_requirements.sh
new file mode 100755
index 00000000..44b5b383
--- /dev/null
+++ b/bin/update_requirements.sh
@@ -0,0 +1,22 @@
+#!/bin/bash
+#
+# Copyright 2024 DeepMind Technologies Limited.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+# Update requirements.txt.
+set -euxo pipefail
+cd "$(dirname "$0")/.."
+
+pip-compile --quiet --generate-hashes --reuse-hashes --upgrade --strip-extras \
+    --extra dev setup.py examples/requirements.in
diff --git a/examples/requirements.txt b/examples/requirements.in
similarity index 72%
rename from examples/requirements.txt
rename to examples/requirements.in
index 7fdc3cad..81611a83 100644
--- a/examples/requirements.txt
+++ b/examples/requirements.in
@@ -1,6 +1,6 @@
+# Requirements for the Concordia examples.
 absl-py
 docstring-parser
-gdm-concordia
 immutabledict
 IPython
 matplotlib

From 852c31dcb25743d8d59fa776d4a09a5ed48a4bb2 Mon Sep 17 00:00:00 2001
From: John Agapiou <jagapiou@users.noreply.github.com>
Date: Wed, 11 Dec 2024 17:33:09 +0000
Subject: [PATCH 2/5] Update pypi-test.yml

---
 .github/workflows/pypi-test.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/pypi-test.yml b/.github/workflows/pypi-test.yml
index b6154feb..c0d7d62b 100644
--- a/.github/workflows/pypi-test.yml
+++ b/.github/workflows/pypi-test.yml
@@ -41,7 +41,7 @@ jobs:
       fail-fast: false
       matrix:
         os:
-          - macos-12
+          - macos-13
           - macos-latest
           - ubuntu-20.04
           - ubuntu-latest

From a3e34e02740b52a8bc948f2e8c28b57585908d70 Mon Sep 17 00:00:00 2001
From: John Agapiou <jagapiou@users.noreply.github.com>
Date: Wed, 11 Dec 2024 17:37:45 +0000
Subject: [PATCH 3/5] Update pypi-test.yml

---
 .github/workflows/pypi-test.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.github/workflows/pypi-test.yml b/.github/workflows/pypi-test.yml
index c0d7d62b..614c84d3 100644
--- a/.github/workflows/pypi-test.yml
+++ b/.github/workflows/pypi-test.yml
@@ -47,6 +47,8 @@ jobs:
           - ubuntu-latest
         python-version:
           - '3.11'
+          - '3.12'
+          - '3.13'
 
     steps:
       - name: Set up Python ${{ matrix.python_version }}

From d7fa039908423635fd1ced401d8a3c087b7c0e32 Mon Sep 17 00:00:00 2001
From: John Agapiou <jagapiou@users.noreply.github.com>
Date: Wed, 11 Dec 2024 18:38:59 +0000
Subject: [PATCH 4/5] Update dependabot.yml

---
 .github/dependabot.yml | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index d21ae435..c25bd185 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -4,6 +4,10 @@ updates:
     directory: /
     schedule:
       interval: monthly
+    groups:
+      pip:
+        patterns:
+          - "*"
 
   - package-ecosystem: github-actions
     directories:

From 8603e7dcc2e05830dc527bf1a9fae6ba15c591c8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 11 Dec 2024 19:02:46 +0000
Subject: [PATCH 5/5] Bump the pip group with 34 updates

Bumps the pip group with 34 updates:

| Package | From | To |
| --- | --- | --- |
| [black](https://github.com/psf/black) | `24.8.0` | `24.10.0` |
| [boto3](https://github.com/boto/boto3) | `1.35.76` | `1.35.78` |
| [botocore](https://github.com/boto/botocore) | `1.35.76` | `1.35.78` |
| [fonttools](https://github.com/fonttools/fonttools) | `4.55.2` | `4.55.3` |
| [google-ai-generativelanguage](https://github.com/googleapis/google-cloud-python) | `0.6.10` | `0.6.13` |
| [google-api-core](https://github.com/googleapis/python-api-core) | `2.23.0` | `2.24.0` |
| [httpx](https://github.com/encode/httpx) | `0.27.2` | `0.28.1` |
| [ipython](https://github.com/ipython/ipython) | `8.12.3` | `8.30.0` |
| [jiter](https://github.com/pydantic/jiter) | `0.8.0` | `0.8.2` |
| [jupyterlab](https://github.com/jupyterlab/jupyterlab) | `4.2.6` | `4.3.3` |
| [langchain](https://github.com/langchain-ai/langchain) | `0.3.10` | `0.3.11` |
| [langchain-community](https://github.com/langchain-ai/langchain) | `0.3.10` | `0.3.11` |
| [langchain-core](https://github.com/langchain-ai/langchain) | `0.3.22` | `0.3.24` |
| [langsmith](https://github.com/langchain-ai/langsmith-sdk) | `0.1.147` | `0.2.2` |
| [notebook](https://github.com/jupyter/notebook) | `7.2.3` | `7.3.1` |
| [numpy](https://github.com/numpy/numpy) | `1.26.4` | `2.2.0` |
| [nvidia-cublas-cu12](https://developer.nvidia.com/cuda-zone) | `12.4.5.8` | `12.6.4.1` |
| [nvidia-cuda-cupti-cu12](https://developer.nvidia.com/cuda-zone) | `12.4.127` | `12.6.80` |
| [nvidia-cuda-nvrtc-cu12](https://developer.nvidia.com/cuda-zone) | `12.4.127` | `12.6.85` |
| [nvidia-cuda-runtime-cu12](https://developer.nvidia.com/cuda-zone) | `12.4.127` | `12.6.77` |
| [nvidia-cudnn-cu12](https://developer.nvidia.com/cuda-zone) | `9.1.0.70` | `9.6.0.74` |
| [nvidia-cufft-cu12](https://developer.nvidia.com/cuda-zone) | `11.2.1.3` | `11.3.0.4` |
| [nvidia-curand-cu12](https://developer.nvidia.com/cuda-zone) | `10.3.5.147` | `10.3.7.77` |
| [nvidia-cusolver-cu12](https://developer.nvidia.com/cuda-zone) | `11.6.1.9` | `11.7.1.2` |
| [nvidia-cusparse-cu12](https://developer.nvidia.com/cuda-zone) | `12.3.1.170` | `12.5.4.2` |
| [nvidia-nccl-cu12](https://developer.nvidia.com/cuda-zone) | `2.21.5` | `2.23.4` |
| [nvidia-nvjitlink-cu12](https://developer.nvidia.com/cuda-zone) | `12.4.127` | `12.6.85` |
| [nvidia-nvtx-cu12](https://developer.nvidia.com/cuda-zone) | `12.4.127` | `12.6.77` |
| [openai](https://github.com/openai/openai-python) | `1.57.1` | `1.57.2` |
| [pillow](https://github.com/python-pillow/Pillow) | `10.4.0` | `11.0.0` |
| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.6.0` |
| [sympy](https://github.com/sympy/sympy) | `1.13.1` | `1.13.3` |
| [typer](https://github.com/fastapi/typer) | `0.13.1` | `0.15.1` |
| [yarg](https://github.com/kura/yarg) | `0.1.9` | `0.1.10` |


Updates `black` from 24.8.0 to 24.10.0
- [Release notes](https://github.com/psf/black/releases)
- [Changelog](https://github.com/psf/black/blob/main/CHANGES.md)
- [Commits](https://github.com/psf/black/compare/24.8.0...24.10.0)

Updates `boto3` from 1.35.76 to 1.35.78
- [Release notes](https://github.com/boto/boto3/releases)
- [Commits](https://github.com/boto/boto3/compare/1.35.76...1.35.78)

Updates `botocore` from 1.35.76 to 1.35.78
- [Commits](https://github.com/boto/botocore/compare/1.35.76...1.35.78)

Updates `fonttools` from 4.55.2 to 4.55.3
- [Release notes](https://github.com/fonttools/fonttools/releases)
- [Changelog](https://github.com/fonttools/fonttools/blob/main/NEWS.rst)
- [Commits](https://github.com/fonttools/fonttools/compare/4.55.2...4.55.3)

Updates `google-ai-generativelanguage` from 0.6.10 to 0.6.13
- [Release notes](https://github.com/googleapis/google-cloud-python/releases)
- [Changelog](https://github.com/googleapis/google-cloud-python/blob/main/packages/google-cloud-documentai/CHANGELOG.md)
- [Commits](https://github.com/googleapis/google-cloud-python/compare/google-ai-generativelanguage-v0.6.10...google-ai-generativelanguage-v0.6.13)

Updates `google-api-core` from 2.23.0 to 2.24.0
- [Release notes](https://github.com/googleapis/python-api-core/releases)
- [Changelog](https://github.com/googleapis/python-api-core/blob/main/CHANGELOG.md)
- [Commits](https://github.com/googleapis/python-api-core/compare/v2.23.0...v2.24.0)

Updates `httpx` from 0.27.2 to 0.28.1
- [Release notes](https://github.com/encode/httpx/releases)
- [Changelog](https://github.com/encode/httpx/blob/master/CHANGELOG.md)
- [Commits](https://github.com/encode/httpx/compare/0.27.2...0.28.1)

Updates `ipython` from 8.12.3 to 8.30.0
- [Release notes](https://github.com/ipython/ipython/releases)
- [Commits](https://github.com/ipython/ipython/compare/8.12.3...8.30.0)

Updates `jiter` from 0.8.0 to 0.8.2
- [Release notes](https://github.com/pydantic/jiter/releases)
- [Commits](https://github.com/pydantic/jiter/compare/v0.8.0...v0.8.2)

Updates `jupyterlab` from 4.2.6 to 4.3.3
- [Release notes](https://github.com/jupyterlab/jupyterlab/releases)
- [Changelog](https://github.com/jupyterlab/jupyterlab/blob/@jupyterlab/lsp@4.3.3/CHANGELOG.md)
- [Commits](https://github.com/jupyterlab/jupyterlab/compare/@jupyterlab/lsp@4.2.6...@jupyterlab/lsp@4.3.3)

Updates `langchain` from 0.3.10 to 0.3.11
- [Release notes](https://github.com/langchain-ai/langchain/releases)
- [Commits](https://github.com/langchain-ai/langchain/compare/langchain==0.3.10...langchain==0.3.11)

Updates `langchain-community` from 0.3.10 to 0.3.11
- [Release notes](https://github.com/langchain-ai/langchain/releases)
- [Commits](https://github.com/langchain-ai/langchain/compare/langchain-community==0.3.10...langchain-community==0.3.11)

Updates `langchain-core` from 0.3.22 to 0.3.24
- [Release notes](https://github.com/langchain-ai/langchain/releases)
- [Commits](https://github.com/langchain-ai/langchain/compare/langchain-core==0.3.22...langchain-core==0.3.24)

Updates `langsmith` from 0.1.147 to 0.2.2
- [Release notes](https://github.com/langchain-ai/langsmith-sdk/releases)
- [Commits](https://github.com/langchain-ai/langsmith-sdk/compare/v0.1.147...v0.2.2)

Updates `notebook` from 7.2.3 to 7.3.1
- [Release notes](https://github.com/jupyter/notebook/releases)
- [Changelog](https://github.com/jupyter/notebook/blob/main/CHANGELOG.md)
- [Commits](https://github.com/jupyter/notebook/compare/@jupyter-notebook/tree@7.2.3...@jupyter-notebook/tree@7.3.1)

Updates `numpy` from 1.26.4 to 2.2.0
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/main/doc/RELEASE_WALKTHROUGH.rst)
- [Commits](https://github.com/numpy/numpy/compare/v1.26.4...v2.2.0)

Updates `nvidia-cublas-cu12` from 12.4.5.8 to 12.6.4.1

Updates `nvidia-cuda-cupti-cu12` from 12.4.127 to 12.6.80

Updates `nvidia-cuda-nvrtc-cu12` from 12.4.127 to 12.6.85

Updates `nvidia-cuda-runtime-cu12` from 12.4.127 to 12.6.77

Updates `nvidia-cudnn-cu12` from 9.1.0.70 to 9.6.0.74

Updates `nvidia-cufft-cu12` from 11.2.1.3 to 11.3.0.4

Updates `nvidia-curand-cu12` from 10.3.5.147 to 10.3.7.77

Updates `nvidia-cusolver-cu12` from 11.6.1.9 to 11.7.1.2

Updates `nvidia-cusparse-cu12` from 12.3.1.170 to 12.5.4.2

Updates `nvidia-nccl-cu12` from 2.21.5 to 2.23.4

Updates `nvidia-nvjitlink-cu12` from 12.4.127 to 12.6.85

Updates `nvidia-nvtx-cu12` from 12.4.127 to 12.6.77

Updates `openai` from 1.57.1 to 1.57.2
- [Release notes](https://github.com/openai/openai-python/releases)
- [Changelog](https://github.com/openai/openai-python/blob/main/CHANGELOG.md)
- [Commits](https://github.com/openai/openai-python/compare/v1.57.1...v1.57.2)

Updates `pillow` from 10.4.0 to 11.0.0
- [Release notes](https://github.com/python-pillow/Pillow/releases)
- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst)
- [Commits](https://github.com/python-pillow/Pillow/compare/10.4.0...11.0.0)

Updates `scikit-learn` from 1.5.2 to 1.6.0
- [Release notes](https://github.com/scikit-learn/scikit-learn/releases)
- [Commits](https://github.com/scikit-learn/scikit-learn/compare/1.5.2...1.6.0)

Updates `sympy` from 1.13.1 to 1.13.3
- [Release notes](https://github.com/sympy/sympy/releases)
- [Commits](https://github.com/sympy/sympy/compare/sympy-1.13.1...sympy-1.13.3)

Updates `typer` from 0.13.1 to 0.15.1
- [Release notes](https://github.com/fastapi/typer/releases)
- [Changelog](https://github.com/fastapi/typer/blob/master/docs/release-notes.md)
- [Commits](https://github.com/fastapi/typer/compare/0.13.1...0.15.1)

Updates `yarg` from 0.1.9 to 0.1.10
- [Changelog](https://github.com/kura/yarg/blob/main/CHANGES.rst)
- [Commits](https://github.com/kura/yarg/compare/0.1.9...0.1.10)

---
updated-dependencies:
- dependency-name: black
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: boto3
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: pip
- dependency-name: botocore
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: pip
- dependency-name: fonttools
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: pip
- dependency-name: google-ai-generativelanguage
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: pip
- dependency-name: google-api-core
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: httpx
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: ipython
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: jiter
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: pip
- dependency-name: jupyterlab
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: langchain
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: pip
- dependency-name: langchain-community
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: pip
- dependency-name: langchain-core
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: pip
- dependency-name: langsmith
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: notebook
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: numpy
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: pip
- dependency-name: nvidia-cublas-cu12
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: nvidia-cuda-cupti-cu12
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: nvidia-cuda-nvrtc-cu12
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: nvidia-cuda-runtime-cu12
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: nvidia-cudnn-cu12
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: nvidia-cufft-cu12
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: nvidia-curand-cu12
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: pip
- dependency-name: nvidia-cusolver-cu12
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: nvidia-cusparse-cu12
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: nvidia-nccl-cu12
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: nvidia-nvjitlink-cu12
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: nvidia-nvtx-cu12
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: openai
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: pip
- dependency-name: pillow
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: pip
- dependency-name: scikit-learn
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: sympy
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: pip
- dependency-name: typer
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip
- dependency-name: yarg
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: pip
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 requirements.txt | 811 ++++++++++++++++++++++++-----------------------
 1 file changed, 423 insertions(+), 388 deletions(-)

diff --git a/requirements.txt b/requirements.txt
index 267f5655..c952f798 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -178,41 +178,41 @@ beautifulsoup4==4.12.3 \
     --hash=sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051 \
     --hash=sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed
     # via nbconvert
-black==24.8.0 \
-    --hash=sha256:09cdeb74d494ec023ded657f7092ba518e8cf78fa8386155e4a03fdcc44679e6 \
-    --hash=sha256:1f13f7f386f86f8121d76599114bb8c17b69d962137fc70efe56137727c7047e \
-    --hash=sha256:2500945420b6784c38b9ee885af039f5e7471ef284ab03fa35ecdde4688cd83f \
-    --hash=sha256:2b59b250fdba5f9a9cd9d0ece6e6d993d91ce877d121d161e4698af3eb9c1018 \
-    --hash=sha256:3c4285573d4897a7610054af5a890bde7c65cb466040c5f0c8b732812d7f0e5e \
-    --hash=sha256:505289f17ceda596658ae81b61ebbe2d9b25aa78067035184ed0a9d855d18afd \
-    --hash=sha256:62e8730977f0b77998029da7971fa896ceefa2c4c4933fcd593fa599ecbf97a4 \
-    --hash=sha256:649f6d84ccbae73ab767e206772cc2d7a393a001070a4c814a546afd0d423aed \
-    --hash=sha256:6e55d30d44bed36593c3163b9bc63bf58b3b30e4611e4d88a0c3c239930ed5b2 \
-    --hash=sha256:707a1ca89221bc8a1a64fb5e15ef39cd755633daa672a9db7498d1c19de66a42 \
-    --hash=sha256:72901b4913cbac8972ad911dc4098d5753704d1f3c56e44ae8dce99eecb0e3af \
-    --hash=sha256:73bbf84ed136e45d451a260c6b73ed674652f90a2b3211d6a35e78054563a9bb \
-    --hash=sha256:7c046c1d1eeb7aea9335da62472481d3bbf3fd986e093cffd35f4385c94ae368 \
-    --hash=sha256:81c6742da39f33b08e791da38410f32e27d632260e599df7245cccee2064afeb \
-    --hash=sha256:837fd281f1908d0076844bc2b801ad2d369c78c45cf800cad7b61686051041af \
-    --hash=sha256:972085c618ee94f402da1af548a4f218c754ea7e5dc70acb168bfaca4c2542ed \
-    --hash=sha256:9e84e33b37be070ba135176c123ae52a51f82306def9f7d063ee302ecab2cf47 \
-    --hash=sha256:b19c9ad992c7883ad84c9b22aaa73562a16b819c1d8db7a1a1a49fb7ec13c7d2 \
-    --hash=sha256:d6417535d99c37cee4091a2f24eb2b6d5ec42b144d50f1f2e436d9fe1916fe1a \
-    --hash=sha256:eab4dd44ce80dea27dc69db40dab62d4ca96112f87996bca68cd75639aeb2e4c \
-    --hash=sha256:f490dbd59680d809ca31efdae20e634f3fae27fba3ce0ba3208333b713bc3920 \
-    --hash=sha256:fb6e2c0b86bbd43dee042e48059c9ad7830abd5c94b0bc518c0eeec57c3eddc1
+black==24.10.0 \
+    --hash=sha256:14b3502784f09ce2443830e3133dacf2c0110d45191ed470ecb04d0f5f6fcb0f \
+    --hash=sha256:17374989640fbca88b6a448129cd1745c5eb8d9547b464f281b251dd00155ccd \
+    --hash=sha256:1c536fcf674217e87b8cc3657b81809d3c085d7bf3ef262ead700da345bfa6ea \
+    --hash=sha256:1cbacacb19e922a1d75ef2b6ccaefcd6e93a2c05ede32f06a21386a04cedb981 \
+    --hash=sha256:1f93102e0c5bb3907451063e08b9876dbeac810e7da5a8bfb7aeb5a9ef89066b \
+    --hash=sha256:2cd9c95431d94adc56600710f8813ee27eea544dd118d45896bb734e9d7a0dc7 \
+    --hash=sha256:30d2c30dc5139211dda799758559d1b049f7f14c580c409d6ad925b74a4208a8 \
+    --hash=sha256:394d4ddc64782e51153eadcaaca95144ac4c35e27ef9b0a42e121ae7e57a9175 \
+    --hash=sha256:3bb2b7a1f7b685f85b11fed1ef10f8a9148bceb49853e47a294a3dd963c1dd7d \
+    --hash=sha256:4007b1393d902b48b36958a216c20c4482f601569d19ed1df294a496eb366392 \
+    --hash=sha256:5a2221696a8224e335c28816a9d331a6c2ae15a2ee34ec857dcf3e45dbfa99ad \
+    --hash=sha256:63f626344343083322233f175aaf372d326de8436f5928c042639a4afbbf1d3f \
+    --hash=sha256:649fff99a20bd06c6f727d2a27f401331dc0cc861fb69cde910fe95b01b5928f \
+    --hash=sha256:680359d932801c76d2e9c9068d05c6b107f2584b2a5b88831c83962eb9984c1b \
+    --hash=sha256:846ea64c97afe3bc677b761787993be4991810ecc7a4a937816dd6bddedc4875 \
+    --hash=sha256:b5e39e0fae001df40f95bd8cc36b9165c5e2ea88900167bddf258bacef9bbdc3 \
+    --hash=sha256:ccfa1d0cb6200857f1923b602f978386a3a2758a65b52e0950299ea014be6800 \
+    --hash=sha256:d37d422772111794b26757c5b55a3eade028aa3fde43121ab7b673d050949d65 \
+    --hash=sha256:ddacb691cdcdf77b96f549cf9591701d8db36b2f19519373d60d31746068dbf2 \
+    --hash=sha256:e6668650ea4b685440857138e5fe40cde4d652633b1bdffc62933d0db4ed9812 \
+    --hash=sha256:f9da3333530dbcecc1be13e69c250ed8dfa67f43c4005fb537bb426e19200d50 \
+    --hash=sha256:fe4d6476887de70546212c99ac9bd803d90b42fc4767f058a0baa895013fbb3e
     # via pyink
 bleach==6.2.0 \
     --hash=sha256:117d9c6097a7c3d22fd578fcd8d35ff1e125df6736f554da4e432fdd63f31e5e \
     --hash=sha256:123e894118b8a599fd80d3ec1a6d4cc7ce4e5882b1317a7e1ba69b56e95f991f
     # via nbconvert
-boto3==1.35.76 \
-    --hash=sha256:31ddcdb6f15dace2b68f6a0f11bdb58dd3ae79b8a3ccb174ff811ef0bbf938e0 \
-    --hash=sha256:69458399f41f57a50770c8974796d96978bcca44915c260319696bb43e47dffd
+boto3==1.35.78 \
+    --hash=sha256:5ef7166fe5060637b92af8dc152cd7acecf96b3fc9c5456706a886cadb534391 \
+    --hash=sha256:fc8001519c8842e766ad3793bde3fbd0bb39e821a582fc12cf67876b8f3cf7f1
     # via gdm-concordia (setup.py)
-botocore==1.35.76 \
-    --hash=sha256:a75a42ae53395796b8300c5fefb2d65a8696dc40dc85e49cf3a769e0c0202b13 \
-    --hash=sha256:b4729d12d00267b3185628f83543917b6caae292385230ab464067621aa086af
+botocore==1.35.78 \
+    --hash=sha256:41c37bd7c0326f25122f33ec84fb80fc0a14d7fcc9961431b0e57568e88c9cb5 \
+    --hash=sha256:6905036c25449ae8dba5e950e4b908e4b8a6fe6b516bf61e007ecb62fa21f323
     # via
     #   boto3
     #   s3transfer
@@ -607,57 +607,57 @@ filelock==3.16.1 \
     #   torch
     #   transformers
     #   triton
-fonttools==4.55.2 \
-    --hash=sha256:09fe922a3eff181fd07dd724cdb441fb6b9fc355fd1c0f1aa79aca60faf1fbdd \
-    --hash=sha256:0ecd1c2b1c2ec46bb73685bc5473c72e16ed0930ef79bc2919ccadc43a99fb16 \
-    --hash=sha256:10aff204e2edee1d312fa595c06f201adf8d528a3b659cfb34cd47eceaaa6a26 \
-    --hash=sha256:131591ac8d7a47043aaf29581aba755ae151d46e49d2bf49608601efd71e8b4d \
-    --hash=sha256:18f082445b8fe5e91c53e6184f4c1c73f3f965c8bcc614c6cd6effd573ce6c1a \
-    --hash=sha256:22ef222740eb89d189bf0612eb98fbae592c61d7efeac51bfbc2a1592d469557 \
-    --hash=sha256:25062b6ca03464dd5179fc2040fb19e03391b7cc49b9cc4f879312e638605c5c \
-    --hash=sha256:27c0f91adbbd706e8acd1db73e3e510118e62d0ffb651864567dccc5b2339f90 \
-    --hash=sha256:2df61d9fc15199cc86dad29f64dd686874a3a52dda0c2d8597d21f509f95c332 \
-    --hash=sha256:3d8ccce035320d63dba0c35f52499322f5531dbe85bba1514c7cea26297e4c54 \
-    --hash=sha256:3d9bbc1e380fdaf04ad9eabd8e3e6a4301eaf3487940893e9fd98537ea2e283b \
-    --hash=sha256:42a9afedff07b6f75aa0f39b5e49922ac764580ef3efce035ca30284b2ee65c8 \
-    --hash=sha256:42aca564b575252fd9954ed0d91d97a24de24289a16ce8ff74ed0bdf5ecebf11 \
-    --hash=sha256:44cf2a98aa661dbdeb8c03f5e405b074e2935196780bb729888639f5276067d9 \
-    --hash=sha256:45947e7b3f9673f91df125d375eb57b9a23f2a603f438a1aebf3171bffa7a205 \
-    --hash=sha256:487e1e8b524143a799bda0169c48b44a23a6027c1bb1957d5a172a7d3a1dd704 \
-    --hash=sha256:4c83381c3e3e3d9caa25527c4300543578341f21aae89e4fbbb4debdda8d82a2 \
-    --hash=sha256:508ebb42956a7a931c4092dfa2d9b4ffd4f94cea09b8211199090d2bd082506b \
-    --hash=sha256:5b1a6e576db0c83c1b91925bf1363478c4bb968dbe8433147332fb5782ce6190 \
-    --hash=sha256:5cfa67414d7414442a5635ff634384101c54f53bb7b0e04aa6a61b013fcce194 \
-    --hash=sha256:616368b15716781bc84df5c2191dc0540137aaef56c2771eb4b89b90933f347a \
-    --hash=sha256:627cf10d6f5af5bec6324c18a2670f134c29e1b7dce3fb62e8ef88baa6cba7a9 \
-    --hash=sha256:663eba5615d6abaaf616432354eb7ce951d518e43404371bcc2b0694ef21e8d6 \
-    --hash=sha256:6b5917ef79cac8300b88fd6113003fd01bbbbea2ea060a27b95d8f77cb4c65c2 \
-    --hash=sha256:6fc88cfb58b0cd7b48718c3e61dd0d0a3ee8e2c86b973342967ce09fbf1db6d4 \
-    --hash=sha256:7bbae4f3915225c2c37670da68e2bf18a21206060ad31dfb95fec91ef641caa7 \
-    --hash=sha256:803d5cef5fc47f44f5084d154aa3d6f069bb1b60e32390c225f897fa19b0f939 \
-    --hash=sha256:81ccd2b3a420b8050c7d9db3be0555d71662973b3ef2a1d921a2880b58957db8 \
-    --hash=sha256:8b02b10648d69d67a7eb055f4d3eedf4a85deb22fb7a19fbd9acbae7c7538199 \
-    --hash=sha256:8bc5f100de0173cc39102c0399bd6c3bd544bbdf224957933f10ee442d43cddd \
-    --hash=sha256:8e2d89fbe9b08d96e22c7a81ec04a4e8d8439c31223e2dc6f2f9fc8ff14bdf9f \
-    --hash=sha256:9008438ad59e5a8e403a62fbefef2b2ff377eb3857d90a3f2a5f4d674ff441b2 \
-    --hash=sha256:93f439ca27e55f585e7aaa04a74990acd983b5f2245e41d6b79f0a8b44e684d8 \
-    --hash=sha256:944228b86d472612d3b48bcc83b31c25c2271e63fdc74539adfcfa7a96d487fb \
-    --hash=sha256:96e126df9615df214ec7f04bebcf60076297fbc10b75c777ce58b702d7708ffb \
-    --hash=sha256:9b1726872e09268bbedb14dc02e58b7ea31ecdd1204c6073eda4911746b44797 \
-    --hash=sha256:9f0e55f5da594b85f269cfbecd2f6bd3e07d0abba68870bc3f34854de4fa4678 \
-    --hash=sha256:bbea0ab841113ac8e8edde067e099b7288ffc6ac2dded538b131c2c0595d5f77 \
-    --hash=sha256:bef0f8603834643b1a6419d57902f18e7d950ec1a998fb70410635c598dc1a1e \
-    --hash=sha256:c1b9de46ef7b683d50400abf9f1578eaceee271ff51c36bf4b7366f2be29f498 \
-    --hash=sha256:c6457f650ebe15baa17fc06e256227f0a47f46f80f27ec5a0b00160de8dc2c13 \
-    --hash=sha256:d0bf24d2b02dbc9376d795a63062632ff73e3e9e60c0229373f500aed7e86dd7 \
-    --hash=sha256:d1100d8e665fe386a79cab59446992de881ea74d0d6c191bb988642692aa2421 \
-    --hash=sha256:d337ec087da8216a828574aa0525d869df0a2ac217a2efc1890974ddd1fbc5b9 \
-    --hash=sha256:d34525e8141286fa976e14806639d32294bfb38d28bbdb5f6be9f46a1cd695a6 \
-    --hash=sha256:d4ff250ed4ff05015dfd9cf2adf7570c7a383ca80f4d9732ac484a5ed0d8453c \
-    --hash=sha256:d559eb1744c7dcfa90ae60cb1a4b3595e898e48f4198738c321468c01180cd83 \
-    --hash=sha256:dbdc251c5e472e5ae6bc816f9b82718b8e93ff7992e7331d6cf3562b96aa268e \
-    --hash=sha256:e857fe1859901ad8c5cab32e0eebc920adb09f413d2d73b74b677cf47b28590c \
-    --hash=sha256:f1c76f423f1a241df08f87614364dff6e0b7ce23c962c1b74bd995ec7c0dad13
+fonttools==4.55.3 \
+    --hash=sha256:07f8288aacf0a38d174445fc78377a97fb0b83cfe352a90c9d9c1400571963c7 \
+    --hash=sha256:11e5de1ee0d95af4ae23c1a138b184b7f06e0b6abacabf1d0db41c90b03d834b \
+    --hash=sha256:1bc7ad24ff98846282eef1cbeac05d013c2154f977a79886bb943015d2b1b261 \
+    --hash=sha256:1dcc07934a2165ccdc3a5a608db56fb3c24b609658a5b340aee4ecf3ba679dc0 \
+    --hash=sha256:22f38464daa6cdb7b6aebd14ab06609328fe1e9705bb0fcc7d1e69de7109ee02 \
+    --hash=sha256:27e4ae3592e62eba83cd2c4ccd9462dcfa603ff78e09110680a5444c6925d841 \
+    --hash=sha256:3983313c2a04d6cc1fe9251f8fc647754cf49a61dac6cb1e7249ae67afaafc45 \
+    --hash=sha256:529cef2ce91dc44f8e407cc567fae6e49a1786f2fefefa73a294704c415322a4 \
+    --hash=sha256:5323a22eabddf4b24f66d26894f1229261021dacd9d29e89f7872dd8c63f0b8b \
+    --hash=sha256:54153c49913f45065c8d9e6d0c101396725c5621c8aee744719300f79771d75a \
+    --hash=sha256:546565028e244a701f73df6d8dd6be489d01617863ec0c6a42fa25bf45d43048 \
+    --hash=sha256:5480673f599ad410695ca2ddef2dfefe9df779a9a5cda89503881e503c9c7d90 \
+    --hash=sha256:5e8d657cd7326eeaba27de2740e847c6b39dde2f8d7cd7cc56f6aad404ddf0bd \
+    --hash=sha256:62d65a3022c35e404d19ca14f291c89cc5890032ff04f6c17af0bd1927299674 \
+    --hash=sha256:6314bf82c54c53c71805318fcf6786d986461622dd926d92a465199ff54b1b72 \
+    --hash=sha256:7a8aa2c5e5b8b3bcb2e4538d929f6589a5c6bdb84fd16e2ed92649fb5454f11c \
+    --hash=sha256:827e95fdbbd3e51f8b459af5ea10ecb4e30af50221ca103bea68218e9615de07 \
+    --hash=sha256:859c358ebf41db18fb72342d3080bce67c02b39e86b9fbcf1610cca14984841b \
+    --hash=sha256:86721fbc389ef5cc1e2f477019e5069e8e4421e8d9576e9c26f840dbb04678de \
+    --hash=sha256:89bdc5d88bdeec1b15af790810e267e8332d92561dce4f0748c2b95c9bdf3926 \
+    --hash=sha256:8c4491699bad88efe95772543cd49870cf756b019ad56294f6498982408ab03e \
+    --hash=sha256:8c5ec45428edaa7022f1c949a632a6f298edc7b481312fc7dc258921e9399628 \
+    --hash=sha256:8e75f12c82127486fac2d8bfbf5bf058202f54bf4f158d367e41647b972342ca \
+    --hash=sha256:a430178ad3e650e695167cb53242dae3477b35c95bef6525b074d87493c4bf29 \
+    --hash=sha256:a8c2794ded89399cc2169c4d0bf7941247b8d5932b2659e09834adfbb01589aa \
+    --hash=sha256:aca318b77f23523309eec4475d1fbbb00a6b133eb766a8bdc401faba91261abe \
+    --hash=sha256:ae3b6600565b2d80b7c05acb8e24d2b26ac407b27a3f2e078229721ba5698427 \
+    --hash=sha256:aedbeb1db64496d098e6be92b2e63b5fac4e53b1b92032dfc6988e1ea9134a4d \
+    --hash=sha256:aee3b57643827e237ff6ec6d28d9ff9766bd8b21e08cd13bff479e13d4b14765 \
+    --hash=sha256:b54baf65c52952db65df39fcd4820668d0ef4766c0ccdf32879b77f7c804d5c5 \
+    --hash=sha256:b586ab5b15b6097f2fb71cafa3c98edfd0dba1ad8027229e7b1e204a58b0e09d \
+    --hash=sha256:b8d5e8916c0970fbc0f6f1bece0063363bb5857a7f170121a4493e31c3db3314 \
+    --hash=sha256:bc5dbb4685e51235ef487e4bd501ddfc49be5aede5e40f4cefcccabc6e60fb4b \
+    --hash=sha256:bdcc9f04b36c6c20978d3f060e5323a43f6222accc4e7fcbef3f428e216d96af \
+    --hash=sha256:c3ca99e0d460eff46e033cd3992a969658c3169ffcd533e0a39c63a38beb6831 \
+    --hash=sha256:caf8230f3e10f8f5d7593eb6d252a37caf58c480b19a17e250a63dad63834cf3 \
+    --hash=sha256:cd70de1a52a8ee2d1877b6293af8a2484ac82514f10b1c67c1c5762d38073e56 \
+    --hash=sha256:cf4fe7c124aa3f4e4c1940880156e13f2f4d98170d35c749e6b4f119a872551e \
+    --hash=sha256:d342e88764fb201286d185093781bf6628bbe380a913c24adf772d901baa8276 \
+    --hash=sha256:da9da6d65cd7aa6b0f806556f4985bcbf603bf0c5c590e61b43aa3e5a0f822d0 \
+    --hash=sha256:dc5294a3d5c84226e3dbba1b6f61d7ad813a8c0238fceea4e09aa04848c3d851 \
+    --hash=sha256:dd68c87a2bfe37c5b33bcda0fba39b65a353876d3b9006fde3adae31f97b3ef5 \
+    --hash=sha256:e6e8766eeeb2de759e862004aa11a9ea3d6f6d5ec710551a88b476192b64fd54 \
+    --hash=sha256:e894b5bd60d9f473bed7a8f506515549cc194de08064d829464088d23097331b \
+    --hash=sha256:eb6ca911c4c17eb51853143624d8dc87cdcdf12a711fc38bf5bd21521e79715f \
+    --hash=sha256:ed63959d00b61959b035c7d47f9313c2c1ece090ff63afea702fe86de00dbed4 \
+    --hash=sha256:f412604ccbeee81b091b420272841e5ec5ef68967a9790e80bffd0e30b8e2977 \
+    --hash=sha256:f7d66c15ba875432a2d2fb419523f5d3d347f91f48f57b8b08a2dfc3c39b8a3f \
+    --hash=sha256:f9e736f60f4911061235603a6119e72053073a12c6d7904011df2d8fad2c0e35 \
+    --hash=sha256:fb594b5a99943042c702c550d5494bdd7577f6ef19b0bc73877c948a63184a32
     # via matplotlib
 fqdn==1.5.1 \
     --hash=sha256:105ed3677e767fb5ca086a0c1f4bb66ebc3c100be518f0e0d755d9eae164d89f \
@@ -765,13 +765,13 @@ fsspec==2024.10.0 \
     # via
     #   huggingface-hub
     #   torch
-google-ai-generativelanguage==0.6.10 \
-    --hash=sha256:6fa642c964d8728006fe7e8771026fc0b599ae0ebeaf83caf550941e8e693455 \
-    --hash=sha256:854a2bf833d18be05ad5ef13c755567b66a4f4a870f099b62c61fe11bddabcf4
+google-ai-generativelanguage==0.6.13 \
+    --hash=sha256:5d097fc4b1951b14fe0b27fb4ef618835e9778cbe200723f94c08b14de637533 \
+    --hash=sha256:b7a6a42e9e39516d6cb51e163963e097177baa54adcc6602655aef613f0c9fef
     # via google-generativeai
-google-api-core==2.23.0 \
-    --hash=sha256:2ceb087315e6af43f256704b871d99326b1f12a9d6ce99beaedec99ba26a0ace \
-    --hash=sha256:c20100d4c4c41070cf365f1d8ddf5365915291b5eb11b83829fbd1c999b5122f
+google-api-core==2.24.0 \
+    --hash=sha256:10d82ac0fca69c82a25b3efdeefccf6f28e02ebb97925a8cce8edbfe379929d9 \
+    --hash=sha256:e255640547a597a4da010876d333208ddac417d60add22b6851a0c66a831fcaf
     # via
     #   google-ai-generativelanguage
     #   google-api-python-client
@@ -1030,9 +1030,9 @@ httplib2==0.22.0 \
     # via
     #   google-api-python-client
     #   google-auth-httplib2
-httpx==0.27.2 \
-    --hash=sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0 \
-    --hash=sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2
+httpx==0.28.1 \
+    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
+    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
     # via
     #   jupyterlab
     #   langsmith
@@ -1084,9 +1084,9 @@ ipykernel==6.29.5 \
     #   jupyter
     #   jupyter-console
     #   jupyterlab
-ipython==8.12.3 \
-    --hash=sha256:3910c4b54543c2ad73d06579aa771041b7d5707b033bd488669b4cf544e3b363 \
-    --hash=sha256:b0340d46a933d27c657b211a329d0be23793c36595acf9e6ef4164bc01a1804c
+ipython==8.30.0 \
+    --hash=sha256:85ec56a7e20f6c38fce7727dcca699ae4ffc85985aa7b23635a8008f918ae321 \
+    --hash=sha256:cb0a405a306d2995a5cbb9901894d240784a9f341394c6ba3f4fe8c6eb89ff6e
     # via
     #   -r examples/requirements.in
     #   gdm-concordia (setup.py)
@@ -1141,82 +1141,83 @@ jinja2==3.1.4 \
     #   nbconvert
     #   pytype
     #   torch
-jiter==0.8.0 \
-    --hash=sha256:0396bc5cb1309c6dab085e70bb3913cdd92218315e47b44afe9eace68ee8adaa \
-    --hash=sha256:079e62e64696241ac3f408e337aaac09137ed760ccf2b72b1094b48745c13641 \
-    --hash=sha256:0aae4738eafdd34f0f25c2d3668ce9e8fa0d7cb75a2efae543c9a69aebc37323 \
-    --hash=sha256:0e48e7a336529b9419d299b70c358d4ebf99b8f4b847ed3f1000ec9f320e8c0c \
-    --hash=sha256:1a6dfe795b7a173a9f8ba7421cdd92193d60c1c973bbc50dc3758a9ad0fa5eb6 \
-    --hash=sha256:1b0befe7c6e9fc867d5bed21bab0131dfe27d1fa5cd52ba2bced67da33730b7d \
-    --hash=sha256:202dbe8970bfb166fab950eaab8f829c505730a0b33cc5e1cfb0a1c9dd56b2f9 \
-    --hash=sha256:21fe5b8345db1b3023052b2ade9bb4d369417827242892051244af8fae8ba231 \
-    --hash=sha256:2373487caad7fe39581f588ab5c9262fc1ade078d448626fec93f4ffba528858 \
-    --hash=sha256:2582912473c0d9940791479fe1bf2976a34f212eb8e0a82ee9e645ac275c5d16 \
-    --hash=sha256:2a488f8c54bddc3ddefaf3bfd6de4a52c97fc265d77bc2dcc6ee540c17e8c342 \
-    --hash=sha256:30c2161c5493acf6b6c3c909973fb64ae863747def01cc7574f3954e0a15042c \
-    --hash=sha256:36050284c0abde57aba34964d3920f3d6228211b65df7187059bb7c7f143759a \
-    --hash=sha256:38caedda64fe1f04b06d7011fc15e86b3b837ed5088657bf778656551e3cd8f9 \
-    --hash=sha256:3a15ed47ab09576db560dbc5c2c5a64477535beb056cd7d997d5dd0f2798770e \
-    --hash=sha256:4ab961858d7ad13132328517d29f121ae1b2d94502191d6bcf96bddcc8bb5d1c \
-    --hash=sha256:4cca948a3eda8ea24ed98acb0ee19dc755b6ad2e570ec85e1527d5167f91ff67 \
-    --hash=sha256:5000195921aa293b39b9b5bc959d7fa658e7f18f938c0e52732da8e3cc70a278 \
-    --hash=sha256:504099fb7acdbe763e10690d560a25d4aee03d918d6a063f3a761d8a09fb833f \
-    --hash=sha256:549f170215adeb5e866f10617c3d019d8eb4e6d4e3c6b724b3b8c056514a3487 \
-    --hash=sha256:62d0e42ec5dc772bd8554a304358220be5d97d721c4648b23f3a9c01ccc2cb26 \
-    --hash=sha256:646163201af42f55393ee6e8f6136b8df488253a6533f4230a64242ecbfe6048 \
-    --hash=sha256:646cf4237665b2e13b4159d8f26d53f59bc9f2e6e135e3a508a2e5dd26d978c6 \
-    --hash=sha256:6507011a299b7f578559084256405a8428875540d8d13530e00b688e41b09493 \
-    --hash=sha256:733bc9dc8ff718a0ae4695239e9268eb93e88b73b367dfac3ec227d8ce2f1e77 \
-    --hash=sha256:74d2b56ed3da5760544df53b5f5c39782e68efb64dc3aa0bba4cc08815e6fae8 \
-    --hash=sha256:796f750b65f5d605f5e7acaccc6b051675e60c41d7ac3eab40dbd7b5b81a290f \
-    --hash=sha256:798dafe108cba58a7bb0a50d4d5971f98bb7f3c974e1373e750de6eb21c1a329 \
-    --hash=sha256:7dfcf97210c6eab9d2a1c6af15dd39e1d5154b96a7145d0a97fa1df865b7b834 \
-    --hash=sha256:7f5d782e790396b13f2a7b36bdcaa3736a33293bdda80a4bf1a3ce0cd5ef9f15 \
-    --hash=sha256:859cc35bf304ab066d88f10a44a3251a9cd057fb11ec23e00be22206db878f4f \
-    --hash=sha256:86fee98b569d4cc511ff2e3ec131354fafebd9348a487549c31ad371ae730310 \
-    --hash=sha256:8ec29a31b9abd6be39453a2c45da067138a3005d65d2c0507c530e0f1fdcd9a4 \
-    --hash=sha256:9046812e5671fdcfb9ae02881fff1f6a14d484b7e8b3316179a372cdfa1e8026 \
-    --hash=sha256:96e75c9abfbf7387cba89a324d2356d86d8897ac58c956017d062ad510832dae \
-    --hash=sha256:a207e718d114d23acf0850a2174d290f42763d955030d9924ffa4227dbd0018f \
-    --hash=sha256:a7ba461c3681728d556392e8ae56fb44a550155a24905f01982317b367c21dd4 \
-    --hash=sha256:a873e57009863eeac3e3969e4653f07031d6270d037d6224415074ac17e5505c \
-    --hash=sha256:a88f608e050cfe45c48d771e86ecdbf5258314c883c986d4217cc79e1fb5f689 \
-    --hash=sha256:aad1e6e9b01cf0304dcee14db03e92e0073287a6297caf5caf2e9dbfea16a924 \
-    --hash=sha256:aeb5561adf4d26ca0d01b5811b4d7b56a8986699a473d700757b4758ef787883 \
-    --hash=sha256:aef8845f463093799db4464cee2aa59d61aa8edcb3762aaa4aacbec3f478c929 \
-    --hash=sha256:af2ce2487b3a93747e2cb5150081d4ae1e5874fce5924fc1a12e9e768e489ad8 \
-    --hash=sha256:ba9f12b0f801ecd5ed0cec29041dc425d1050922b434314c592fc30d51022467 \
-    --hash=sha256:bb5c8a0a8d081c338db22e5b8d53a89a121790569cbb85f7d3cfb1fe0fbe9836 \
-    --hash=sha256:c341ecc3f9bccde952898b0c97c24f75b84b56a7e2f8bbc7c8e38cab0875a027 \
-    --hash=sha256:c38cf25cf7862f61410b7a49684d34eb3b5bcbd7ddaf4773eea40e0bd43de706 \
-    --hash=sha256:c402ddcba90b4cc71db3216e8330f4db36e0da2c78cf1d8a9c3ed8f272602a94 \
-    --hash=sha256:c6189beb5c4b3117624be6b2e84545cff7611f5855d02de2d06ff68e316182be \
-    --hash=sha256:ca6d3064dfc743eb0d3d7539d89d4ba886957c717567adc72744341c1e3573c9 \
-    --hash=sha256:cc7f993bc2c4e03015445adbb16790c303282fce2e8d9dc3a3905b1d40e50564 \
-    --hash=sha256:cef55042816d0737142b0ec056c0356a5f681fb8d6aa8499b158e87098f4c6f8 \
-    --hash=sha256:d0d6e22e4062c3d3c1bf3594baa2f67fc9dcdda8275abad99e468e0c6540bc54 \
-    --hash=sha256:d1ec27299e22d05e13a06e460bf7f75f26f9aaa0e0fb7d060f40e88df1d81faa \
-    --hash=sha256:d4a8a6eda018a991fa58ef707dd51524055d11f5acb2f516d70b1be1d15ab39c \
-    --hash=sha256:d4e3c8444d418686f78c9a547b9b90031faf72a0a1a46bfec7fb31edbd889c0d \
-    --hash=sha256:d7765ca159d0a58e8e0f8ca972cd6d26a33bc97b4480d0d2309856763807cd28 \
-    --hash=sha256:d7dceae3549b80087f913aad4acc2a7c1e0ab7cb983effd78bdc9c41cabdcf18 \
-    --hash=sha256:d91a52d8f49ada2672a4b808a0c5c25d28f320a2c9ca690e30ebd561eb5a1002 \
-    --hash=sha256:dd5e351cb9b3e676ec3360a85ea96def515ad2b83c8ae3a251ce84985a2c9a6f \
-    --hash=sha256:dee4eeb293ffcd2c3b31ebab684dbf7f7b71fe198f8eddcdf3a042cc6e10205a \
-    --hash=sha256:e13fa849c0e30643554add089983caa82f027d69fad8f50acadcb21c462244ab \
-    --hash=sha256:e29e9ecce53d396772590438214cac4ab89776f5e60bd30601f1050b34464019 \
-    --hash=sha256:e6ac56425023e52d65150918ae25480d0a1ce2a6bf5ea2097f66a2cc50f6d692 \
-    --hash=sha256:e7d6363d4c6f1052b1d8b494eb9a72667c3ef5f80ebacfe18712728e85327000 \
-    --hash=sha256:e8dbfcb46553e6661d3fc1f33831598fcddf73d0f67834bce9fc3e9ebfe5c439 \
-    --hash=sha256:ec4b711989860705733fc59fb8c41b2def97041cea656b37cf6c8ea8dee1c3f4 \
-    --hash=sha256:ed6074552b4a32e047b52dad5ab497223721efbd0e9efe68c67749f094a092f7 \
-    --hash=sha256:ef89663678d8257063ce7c00d94638e05bd72f662c5e1eb0e07a172e6c1a9a9f \
-    --hash=sha256:f5ee157a8afd2943be690db679f82fafb8d347a8342e8b9c34863de30c538d55 \
-    --hash=sha256:f61cf6d93c1ade9b8245c9f14b7900feadb0b7899dbe4aa8de268b705647df81 \
-    --hash=sha256:f6f4e645efd96b4690b9b6091dbd4e0fa2885ba5c57a0305c1916b75b4f30ff6 \
-    --hash=sha256:f754ef13b4e4f67a3bf59fe974ef4342523801c48bf422f720bd37a02a360584 \
-    --hash=sha256:f867edeb279d22020877640d2ea728de5817378c60a51be8af731a8a8f525306 \
-    --hash=sha256:fa1782f22d5f92c620153133f35a9a395d3f3823374bceddd3e7032e2fdfa0b1
+jiter==0.8.2 \
+    --hash=sha256:025337859077b41548bdcbabe38698bcd93cfe10b06ff66617a48ff92c9aec60 \
+    --hash=sha256:03c9df035d4f8d647f8c210ddc2ae0728387275340668fb30d2421e17d9a0841 \
+    --hash=sha256:08d4c92bf480e19fc3f2717c9ce2aa31dceaa9163839a311424b6862252c943e \
+    --hash=sha256:0cf5dfa9956d96ff2efb0f8e9c7d055904012c952539a774305aaaf3abdf3d6c \
+    --hash=sha256:14601dcac4889e0a1c75ccf6a0e4baf70dbc75041e51bcf8d0e9274519df6887 \
+    --hash=sha256:180a8aea058f7535d1c84183c0362c710f4750bef66630c05f40c93c2b152a0f \
+    --hash=sha256:1c0dfbd1be3cbefc7510102370d86e35d1d53e5a93d48519688b1bf0f761160a \
+    --hash=sha256:2dd61c5afc88a4fda7d8b2cf03ae5947c6ac7516d32b7a15bf4b49569a5c076b \
+    --hash=sha256:317b25e98a35ffec5c67efe56a4e9970852632c810d35b34ecdd70cc0e47b3b6 \
+    --hash=sha256:32475a42b2ea7b344069dc1e81445cfc00b9d0e3ca837f0523072432332e9f74 \
+    --hash=sha256:37b2998606d6dadbb5ccda959a33d6a5e853252d921fec1792fc902351bb4e2c \
+    --hash=sha256:3ac9f578c46f22405ff7f8b1f5848fb753cc4b8377fbec8470a7dc3997ca7566 \
+    --hash=sha256:3b94a33a241bee9e34b8481cdcaa3d5c2116f575e0226e421bed3f7a6ea71cff \
+    --hash=sha256:4a9220497ca0cb1fe94e3f334f65b9b5102a0b8147646118f020d8ce1de70105 \
+    --hash=sha256:4ab9a87f3784eb0e098f84a32670cfe4a79cb6512fd8f42ae3d0709f06405d18 \
+    --hash=sha256:5127dc1abd809431172bc3fbe8168d6b90556a30bb10acd5ded41c3cfd6f43b6 \
+    --hash=sha256:5672a86d55416ccd214c778efccf3266b84f87b89063b582167d803246354be4 \
+    --hash=sha256:580ccf358539153db147e40751a0b41688a5ceb275e6f3e93d91c9467f42b2e3 \
+    --hash=sha256:58dc9bc9767a1101f4e5e22db1b652161a225874d66f0e5cb8e2c7d1c438b587 \
+    --hash=sha256:5a90a923338531b7970abb063cfc087eebae6ef8ec8139762007188f6bc69a9f \
+    --hash=sha256:653cf462db4e8c41995e33d865965e79641ef45369d8a11f54cd30888b7e6ff1 \
+    --hash=sha256:66227a2c7b575720c1871c8800d3a0122bb8ee94edb43a5685aa9aceb2782d44 \
+    --hash=sha256:6e5337bf454abddd91bd048ce0dca5134056fc99ca0205258766db35d0a2ea43 \
+    --hash=sha256:70bf4c43652cc294040dbb62256c83c8718370c8b93dd93d934b9a7bf6c4f53c \
+    --hash=sha256:711e408732d4e9a0208008e5892c2966b485c783cd2d9a681f3eb147cf36c7ef \
+    --hash=sha256:76e324da7b5da060287c54f2fabd3db5f76468006c811831f051942bf68c9d44 \
+    --hash=sha256:789361ed945d8d42850f919342a8665d2dc79e7e44ca1c97cc786966a21f627a \
+    --hash=sha256:79aec8172b9e3c6d05fd4b219d5de1ac616bd8da934107325a6c0d0e866a21b6 \
+    --hash=sha256:7efe4853ecd3d6110301665a5178b9856be7e2a9485f49d91aa4d737ad2ae49e \
+    --hash=sha256:7f22b16b35d5c1df9dfd58843ab2cd25e6bf15191f5a236bed177afade507bfc \
+    --hash=sha256:83c0efd80b29695058d0fd2fa8a556490dbce9804eac3e281f373bbc99045f6c \
+    --hash=sha256:859e8eb3507894093d01929e12e267f83b1d5f6221099d3ec976f0c995cb6bd9 \
+    --hash=sha256:8b9931fd36ee513c26b5bf08c940b0ac875de175341cbdd4fa3be109f0492586 \
+    --hash=sha256:8bd2a824d08d8977bb2794ea2682f898ad3d8837932e3a74937e93d62ecbb637 \
+    --hash=sha256:8f2d5ed877f089862f4c7aacf3a542627c1496f972a34d0474ce85ee7d939c27 \
+    --hash=sha256:8ffc86ae5e3e6a93765d49d1ab47b6075a9c978a2b3b80f0f32628f39caa0c88 \
+    --hash=sha256:92249669925bc1c54fcd2ec73f70f2c1d6a817928480ee1c65af5f6b81cdf12d \
+    --hash=sha256:99d9a1eded738299ba8e106c6779ce5c3893cffa0e32e4485d680588adae6db8 \
+    --hash=sha256:9c63eaef32b7bebac8ebebf4dabebdbc6769a09c127294db6babee38e9f405b9 \
+    --hash=sha256:9e1fa156ee9454642adb7e7234a383884452532bc9d53d5af2d18d98ada1d79c \
+    --hash=sha256:a2ecaa3c23e7a7cf86d00eda3390c232f4d533cd9ddea4b04f5d0644faf642c5 \
+    --hash=sha256:a6c710d657c8d1d2adbbb5c0b0c6bfcec28fd35bd6b5f016395f9ac43e878a15 \
+    --hash=sha256:a9584de0cd306072635fe4b89742bf26feae858a0683b399ad0c2509011b9dc0 \
+    --hash=sha256:ab7f43235d71e03b941c1630f4b6e3055d46b6cb8728a17663eaac9d8e83a865 \
+    --hash=sha256:af102d3372e917cffce49b521e4c32c497515119dc7bd8a75665e90a718bbf08 \
+    --hash=sha256:b25bd626bde7fb51534190c7e3cb97cee89ee76b76d7585580e22f34f5e3f393 \
+    --hash=sha256:b2dd880785088ff2ad21ffee205e58a8c1ddabc63612444ae41e5e4b321b39c0 \
+    --hash=sha256:b426f72cd77da3fec300ed3bc990895e2dd6b49e3bfe6c438592a3ba660e41ca \
+    --hash=sha256:ba5bdf56969cad2019d4e8ffd3f879b5fdc792624129741d3d83fc832fef8c7d \
+    --hash=sha256:bf55846c7b7a680eebaf9c3c48d630e1bf51bdf76c68a5f654b8524335b0ad29 \
+    --hash=sha256:ca1f08b8e43dc3bd0594c992fb1fd2f7ce87f7bf0d44358198d6da8034afdf84 \
+    --hash=sha256:ca29b6371ebc40e496995c94b988a101b9fbbed48a51190a4461fcb0a68b4a36 \
+    --hash=sha256:ca8577f6a413abe29b079bc30f907894d7eb07a865c4df69475e868d73e71c7b \
+    --hash=sha256:cadcc978f82397d515bb2683fc0d50103acff2a180552654bb92d6045dec2c49 \
+    --hash=sha256:cd646c827b4f85ef4a78e4e58f4f5854fae0caf3db91b59f0d73731448a970c6 \
+    --hash=sha256:cd73d3e740666d0e639f678adb176fad25c1bcbdae88d8d7b857e1783bb4212d \
+    --hash=sha256:cde031d8413842a1e7501e9129b8e676e62a657f8ec8166e18a70d94d4682855 \
+    --hash=sha256:ce0820f4a3a59ddced7fce696d86a096d5cc48d32a4183483a17671a61edfddc \
+    --hash=sha256:d20be8b7f606df096e08b0b1b4a3c6f0515e8dac296881fe7461dfa0fb5ec817 \
+    --hash=sha256:d21974d246ed0181558087cd9f76e84e8321091ebfb3a93d4c341479a736f099 \
+    --hash=sha256:d33f94615fcaf872f7fd8cd98ac3b429e435c77619777e8a449d9d27e01134d1 \
+    --hash=sha256:d35c864c2dff13dfd79fb070fc4fc6235d7b9b359efe340e1261deb21b9fcb66 \
+    --hash=sha256:d5c826a221851a8dc028eb6d7d6429ba03184fa3c7e83ae01cd6d3bd1d4bd17d \
+    --hash=sha256:e41e75344acef3fc59ba4765df29f107f309ca9e8eace5baacabd9217e52a5ee \
+    --hash=sha256:e52bf98c7e727dd44f7c4acb980cb988448faeafed8433c867888268899b298b \
+    --hash=sha256:e6ec2be506e7d6f9527dae9ff4b7f54e68ea44a0ef6b098256ddf895218a2f8f \
+    --hash=sha256:e725edd0929fa79f8349ab4ec7f81c714df51dc4e991539a578e5018fa4a7152 \
+    --hash=sha256:eaa58399c01db555346647a907b4ef6d4f584b123943be6ed5588c3f2359c9f4 \
+    --hash=sha256:eb21aaa9a200d0a80dacc7a81038d2e476ffe473ffdd9c91eb745d623561de05 \
+    --hash=sha256:ecff0dc14f409599bbcafa7e470c00b80f17abc14d1405d38ab02e4b42e55b57 \
+    --hash=sha256:f557c55bc2b7676e74d39d19bcb8775ca295c7a028246175d6a8b431e70835e5 \
+    --hash=sha256:f7200b8f7619d36aa51c803fd52020a2dfbea36ffec1b5e22cab11fd34d95a6d \
+    --hash=sha256:f9d471356dc16f84ed48768b8ee79f29514295c7295cb41e1133ec0b2b8d637d \
+    --hash=sha256:fc5adda618205bd4678b146612ce44c3cbfdee9697951f2c0ffdef1f26d72b63 \
+    --hash=sha256:fc9043259ee430ecd71d178fccabd8c332a3bf1e81e50cae43cc2b28d19e4cb7 \
+    --hash=sha256:ffd9fee7d0775ebaba131f7ca2e2d83839a62ad65e8e02fe2bd8fc975cedeb9e
     # via openai
 jmespath==1.0.1 \
     --hash=sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980 \
@@ -1306,9 +1307,9 @@ jupyter-server-terminals==0.5.3 \
     --hash=sha256:41ee0d7dc0ebf2809c668e0fc726dfaf258fcd3e769568996ca731b6194ae9aa \
     --hash=sha256:5ae0295167220e9ace0edcfdb212afd2b01ee8d179fe6f23c899590e9b8a5269
     # via jupyter-server
-jupyterlab==4.2.6 \
-    --hash=sha256:625f3ac19da91f9706baf66df25723b2f1307c1159fc7293035b066786d62a4a \
-    --hash=sha256:78dd42cae5b460f377624b03966a8730e3b0692102ddf5933a2a3730c1bc0a20
+jupyterlab==4.3.3 \
+    --hash=sha256:32a8fd30677e734ffcc3916a4758b9dab21b02015b668c60eb36f84357b7d4b1 \
+    --hash=sha256:76fa39e548fdac94dc1204af5956c556f54c785f70ee26aa47ea08eda4d5bbcd
     # via
     #   jupyter
     #   notebook
@@ -1446,17 +1447,17 @@ kiwisolver==1.4.7 \
     --hash=sha256:f816dd2277f8d63d79f9c8473a79fe54047bc0467754962840782c575522224d \
     --hash=sha256:f9a9e8a507420fe35992ee9ecb302dab68550dedc0da9e2880dd88071c5fb052
     # via matplotlib
-langchain==0.3.10 \
-    --hash=sha256:4ae38d4c9f9ec5cd1a16a505b451a57c0aab2807d6c9f8cb5b346d06301b2232 \
-    --hash=sha256:aef0f9bdaf4a4d3d50aec348438135987bda1d83070b49f77032f561d3a761d8
+langchain==0.3.11 \
+    --hash=sha256:17868ea3f0cf5a46b4b88bf1961c4a12d32ea0778930e7d2eb5103e0287ff478 \
+    --hash=sha256:6655feded1f7569e5a4bd11e38de0a26c7c86646c0dea49afccceba42df60ad7
     # via langchain-community
-langchain-community==0.3.10 \
-    --hash=sha256:f503e90cbb44ddb14afb141552a93fd9fbd0b216407315a6608f901861a938f9 \
-    --hash=sha256:f718de973f60c6d0f10c71321e461cf41251cc74543f064b7b2ee7ae06b9a43f
+langchain-community==0.3.11 \
+    --hash=sha256:31a96de1578f6037cd49acf287227d54e88e81f82e3e49cb4d90bfe05b1cdc32 \
+    --hash=sha256:c67091dc7652f44161bbea915c03a296f3c1ef2a8dfbcb475cdf23a1deb9790e
     # via gdm-concordia (setup.py)
-langchain-core==0.3.22 \
-    --hash=sha256:b40b036b3bd4abc1dfc820e149f5a3c4abef2fee83eb807c4310a41a064580e0 \
-    --hash=sha256:c61c6d62f137dff2a1ec785473a3225e4fa237e53eac88f5359fda664dc5d91c
+langchain-core==0.3.24 \
+    --hash=sha256:460851e8145327f70b70aad7dce2cdbd285e144d14af82b677256b941fc99656 \
+    --hash=sha256:97192552ef882a3dd6ae3b870a180a743801d0137a1159173f51ac555eeb7eec
     # via
     #   langchain
     #   langchain-community
@@ -1465,9 +1466,9 @@ langchain-text-splitters==0.3.2 \
     --hash=sha256:0db28c53f41d1bc024cdb3b1646741f6d46d5371e90f31e7e7c9fbe75d01c726 \
     --hash=sha256:81e6515d9901d6dd8e35fb31ccd4f30f76d44b771890c789dc835ef9f16204df
     # via langchain
-langsmith==0.1.147 \
-    --hash=sha256:2e933220318a4e73034657103b3b1a3a6109cc5db3566a7e8e03be8d6d7def7a \
-    --hash=sha256:7166fc23b965ccf839d64945a78e9f1157757add228b086141eb03a60d699a15
+langsmith==0.2.2 \
+    --hash=sha256:4786d7dcdbc25e43d4a1bf70bbe12938a9eb2364feec8f6fc4d967162519b367 \
+    --hash=sha256:6f515ee41ae80968a7d552be1154414ccde57a0a534c960c8c3cd1835734095f
     # via
     #   langchain
     #   langchain-community
@@ -1884,9 +1885,9 @@ ninja==1.11.1.2 \
     --hash=sha256:ed25892c16e49e66383a8db6a67a9f33b41230fc485426094d7da51e2255ec2b \
     --hash=sha256:ee7b1924c28e6cab5b866f7b229f07777d25d8cfccbbedf3da5ffb4f72f57877
     # via pytype
-notebook==7.2.3 \
-    --hash=sha256:3bf03e92f97f0f28bfd3faabe19bdb7fde0c53a58adac78f0b61b1334a53f7a1 \
-    --hash=sha256:6e560b360fc805c88037d5d988ed000347b2200f594c6d0929467c25cd11a79b
+notebook==7.3.1 \
+    --hash=sha256:212e1486b2230fe22279043f33c7db5cf9a01d29feb063a85cb139747b7c9483 \
+    --hash=sha256:84381c2a82d867517fd25b86e986dae1fe113a70b98f03edff9b94e499fec8fa
     # via jupyter
 notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef \
@@ -1894,43 +1895,62 @@ notebook-shim==0.2.4 \
     # via
     #   jupyterlab
     #   notebook
-numpy==1.26.4 \
-    --hash=sha256:03a8c78d01d9781b28a6989f6fa1bb2c4f2d51201cf99d3dd875df6fbd96b23b \
-    --hash=sha256:08beddf13648eb95f8d867350f6a018a4be2e5ad54c8d8caed89ebca558b2818 \
-    --hash=sha256:1af303d6b2210eb850fcf03064d364652b7120803a0b872f5211f5234b399f20 \
-    --hash=sha256:1dda2e7b4ec9dd512f84935c5f126c8bd8b9f2fc001e9f54af255e8c5f16b0e0 \
-    --hash=sha256:2a02aba9ed12e4ac4eb3ea9421c420301a0c6460d9830d74a9df87efa4912010 \
-    --hash=sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a \
-    --hash=sha256:3373d5d70a5fe74a2c1bb6d2cfd9609ecf686d47a2d7b1d37a8f3b6bf6003aea \
-    --hash=sha256:47711010ad8555514b434df65f7d7b076bb8261df1ca9bb78f53d3b2db02e95c \
-    --hash=sha256:4c66707fabe114439db9068ee468c26bbdf909cac0fb58686a42a24de1760c71 \
-    --hash=sha256:50193e430acfc1346175fcbdaa28ffec49947a06918b7b92130744e81e640110 \
-    --hash=sha256:52b8b60467cd7dd1e9ed082188b4e6bb35aa5cdd01777621a1658910745b90be \
-    --hash=sha256:60dedbb91afcbfdc9bc0b1f3f402804070deed7392c23eb7a7f07fa857868e8a \
-    --hash=sha256:62b8e4b1e28009ef2846b4c7852046736bab361f7aeadeb6a5b89ebec3c7055a \
-    --hash=sha256:666dbfb6ec68962c033a450943ded891bed2d54e6755e35e5835d63f4f6931d5 \
-    --hash=sha256:675d61ffbfa78604709862923189bad94014bef562cc35cf61d3a07bba02a7ed \
-    --hash=sha256:679b0076f67ecc0138fd2ede3a8fd196dddc2ad3254069bcb9faf9a79b1cebcd \
-    --hash=sha256:7349ab0fa0c429c82442a27a9673fc802ffdb7c7775fad780226cb234965e53c \
-    --hash=sha256:7ab55401287bfec946ced39700c053796e7cc0e3acbef09993a9ad2adba6ca6e \
-    --hash=sha256:7e50d0a0cc3189f9cb0aeb3a6a6af18c16f59f004b866cd2be1c14b36134a4a0 \
-    --hash=sha256:95a7476c59002f2f6c590b9b7b998306fba6a5aa646b1e22ddfeaf8f78c3a29c \
-    --hash=sha256:96ff0b2ad353d8f990b63294c8986f1ec3cb19d749234014f4e7eb0112ceba5a \
-    --hash=sha256:9fad7dcb1aac3c7f0584a5a8133e3a43eeb2fe127f47e3632d43d677c66c102b \
-    --hash=sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0 \
-    --hash=sha256:a354325ee03388678242a4d7ebcd08b5c727033fcff3b2f536aea978e15ee9e6 \
-    --hash=sha256:a4abb4f9001ad2858e7ac189089c42178fcce737e4169dc61321660f1a96c7d2 \
-    --hash=sha256:ab47dbe5cc8210f55aa58e4805fe224dac469cde56b9f731a4c098b91917159a \
-    --hash=sha256:afedb719a9dcfc7eaf2287b839d8198e06dcd4cb5d276a3df279231138e83d30 \
-    --hash=sha256:b3ce300f3644fb06443ee2222c2201dd3a89ea6040541412b8fa189341847218 \
-    --hash=sha256:b97fe8060236edf3662adfc2c633f56a08ae30560c56310562cb4f95500022d5 \
-    --hash=sha256:bfe25acf8b437eb2a8b2d49d443800a5f18508cd811fea3181723922a8a82b07 \
-    --hash=sha256:cd25bcecc4974d09257ffcd1f098ee778f7834c3ad767fe5db785be9a4aa9cb2 \
-    --hash=sha256:d209d8969599b27ad20994c8e41936ee0964e6da07478d6c35016bc386b66ad4 \
-    --hash=sha256:d5241e0a80d808d70546c697135da2c613f30e28251ff8307eb72ba696945764 \
-    --hash=sha256:edd8b5fe47dab091176d21bb6de568acdd906d1887a4584a15a9a96a1dca06ef \
-    --hash=sha256:f870204a840a60da0b12273ef34f7051e98c3b5961b61b0c2c1be6dfd64fbcd3 \
-    --hash=sha256:ffa75af20b44f8dba823498024771d5ac50620e6915abac414251bd971b4529f
+numpy==2.2.0 \
+    --hash=sha256:0557eebc699c1c34cccdd8c3778c9294e8196df27d713706895edc6f57d29608 \
+    --hash=sha256:0798b138c291d792f8ea40fe3768610f3c7dd2574389e37c3f26573757c8f7ef \
+    --hash=sha256:0da8495970f6b101ddd0c38ace92edea30e7e12b9a926b57f5fabb1ecc25bb90 \
+    --hash=sha256:0f0986e917aca18f7a567b812ef7ca9391288e2acb7a4308aa9d265bd724bdae \
+    --hash=sha256:122fd2fcfafdefc889c64ad99c228d5a1f9692c3a83f56c292618a59aa60ae83 \
+    --hash=sha256:140dd80ff8981a583a60980be1a655068f8adebf7a45a06a6858c873fcdcd4a0 \
+    --hash=sha256:16757cf28621e43e252c560d25b15f18a2f11da94fea344bf26c599b9cf54b73 \
+    --hash=sha256:18142b497d70a34b01642b9feabb70156311b326fdddd875a9981f34a369b671 \
+    --hash=sha256:1c92113619f7b272838b8d6702a7f8ebe5edea0df48166c47929611d0b4dea69 \
+    --hash=sha256:1e25507d85da11ff5066269d0bd25d06e0a0f2e908415534f3e603d2a78e4ffa \
+    --hash=sha256:30bf971c12e4365153afb31fc73f441d4da157153f3400b82db32d04de1e4066 \
+    --hash=sha256:3579eaeb5e07f3ded59298ce22b65f877a86ba8e9fe701f5576c99bb17c283da \
+    --hash=sha256:36b2b43146f646642b425dd2027730f99bac962618ec2052932157e213a040e9 \
+    --hash=sha256:3905a5fffcc23e597ee4d9fb3fcd209bd658c352657548db7316e810ca80458e \
+    --hash=sha256:3a4199f519e57d517ebd48cb76b36c82da0360781c6a0353e64c0cac30ecaad3 \
+    --hash=sha256:3f2f5cddeaa4424a0a118924b988746db6ffa8565e5829b1841a8a3bd73eb59a \
+    --hash=sha256:40deb10198bbaa531509aad0cd2f9fadb26c8b94070831e2208e7df543562b74 \
+    --hash=sha256:440cfb3db4c5029775803794f8638fbdbf71ec702caf32735f53b008e1eaece3 \
+    --hash=sha256:4723a50e1523e1de4fccd1b9a6dcea750c2102461e9a02b2ac55ffeae09a4410 \
+    --hash=sha256:4bddbaa30d78c86329b26bd6aaaea06b1e47444da99eddac7bf1e2fab717bd72 \
+    --hash=sha256:4e58666988605e251d42c2818c7d3d8991555381be26399303053b58a5bbf30d \
+    --hash=sha256:54dc1d6d66f8d37843ed281773c7174f03bf7ad826523f73435deb88ba60d2d4 \
+    --hash=sha256:57fcc997ffc0bef234b8875a54d4058afa92b0b0c4223fc1f62f24b3b5e86038 \
+    --hash=sha256:58b92a5828bd4d9aa0952492b7de803135038de47343b2aa3cc23f3b71a3dc4e \
+    --hash=sha256:5a145e956b374e72ad1dff82779177d4a3c62bc8248f41b80cb5122e68f22d13 \
+    --hash=sha256:6ab153263a7c5ccaf6dfe7e53447b74f77789f28ecb278c3b5d49db7ece10d6d \
+    --hash=sha256:7832f9e8eb00be32f15fdfb9a981d6955ea9adc8574c521d48710171b6c55e95 \
+    --hash=sha256:7fe4bb0695fe986a9e4deec3b6857003b4cfe5c5e4aac0b95f6a658c14635e31 \
+    --hash=sha256:7fe8f3583e0607ad4e43a954e35c1748b553bfe9fdac8635c02058023277d1b3 \
+    --hash=sha256:85ad7d11b309bd132d74397fcf2920933c9d1dc865487128f5c03d580f2c3d03 \
+    --hash=sha256:9874bc2ff574c40ab7a5cbb7464bf9b045d617e36754a7bc93f933d52bd9ffc6 \
+    --hash=sha256:a184288538e6ad699cbe6b24859206e38ce5fba28f3bcfa51c90d0502c1582b2 \
+    --hash=sha256:a222d764352c773aa5ebde02dd84dba3279c81c6db2e482d62a3fa54e5ece69b \
+    --hash=sha256:a50aeff71d0f97b6450d33940c7181b08be1441c6c193e678211bff11aa725e7 \
+    --hash=sha256:a55dc7a7f0b6198b07ec0cd445fbb98b05234e8b00c5ac4874a63372ba98d4ab \
+    --hash=sha256:a62eb442011776e4036af5c8b1a00b706c5bc02dc15eb5344b0c750428c94219 \
+    --hash=sha256:a7d41d1612c1a82b64697e894b75db6758d4f21c3ec069d841e60ebe54b5b571 \
+    --hash=sha256:a98f6f20465e7618c83252c02041517bd2f7ea29be5378f09667a8f654a5918d \
+    --hash=sha256:afe8fb968743d40435c3827632fd36c5fbde633b0423da7692e426529b1759b1 \
+    --hash=sha256:b0b227dcff8cdc3efbce66d4e50891f04d0a387cce282fe1e66199146a6a8fca \
+    --hash=sha256:b30042fe92dbd79f1ba7f6898fada10bdaad1847c44f2dff9a16147e00a93661 \
+    --hash=sha256:b606b1aaf802e6468c2608c65ff7ece53eae1a6874b3765f69b8ceb20c5fa78e \
+    --hash=sha256:b6207dc8fb3c8cb5668e885cef9ec7f70189bec4e276f0ff70d5aa078d32c88e \
+    --hash=sha256:c2aed8fcf8abc3020d6a9ccb31dbc9e7d7819c56a348cc88fd44be269b37427e \
+    --hash=sha256:cb24cca1968b21355cc6f3da1a20cd1cebd8a023e3c5b09b432444617949085a \
+    --hash=sha256:cff210198bb4cae3f3c100444c5eaa573a823f05c253e7188e1362a5555235b3 \
+    --hash=sha256:d35717333b39d1b6bb8433fa758a55f1081543de527171543a2b710551d40881 \
+    --hash=sha256:df12a1f99b99f569a7c2ae59aa2d31724e8d835fc7f33e14f4792e3071d11221 \
+    --hash=sha256:e09d40edfdb4e260cb1567d8ae770ccf3b8b7e9f0d9b5c2a9992696b30ce2742 \
+    --hash=sha256:e12c6c1ce84628c52d6367863773f7c8c8241be554e8b79686e91a43f1733773 \
+    --hash=sha256:e2b8cd48a9942ed3f85b95ca4105c45758438c7ed28fff1e4ce3e57c3b589d8e \
+    --hash=sha256:e500aba968a48e9019e42c0c199b7ec0696a97fa69037bea163b55398e390529 \
+    --hash=sha256:ebe5e59545401fbb1b24da76f006ab19734ae71e703cdb4a8b347e84a0cece67 \
+    --hash=sha256:f0dd071b95bbca244f4cb7f70b77d2ff3aaaba7fa16dc41f58d14854a6204e6c \
+    --hash=sha256:f8c8b141ef9699ae777c6278b52c706b653bf15d135d302754f6b2e90eb30367
     # via
     #   -r examples/requirements.in
     #   contourpy
@@ -1944,78 +1964,94 @@ numpy==1.26.4 \
     #   shapely
     #   together
     #   transformers
-nvidia-cublas-cu12==12.4.5.8 \
-    --hash=sha256:0f8aa1706812e00b9f19dfe0cdb3999b092ccb8ca168c0db5b8ea712456fd9b3 \
-    --hash=sha256:2fc8da60df463fdefa81e323eef2e36489e1c94335b5358bcb38360adf75ac9b \
-    --hash=sha256:5a796786da89203a0657eda402bcdcec6180254a8ac22d72213abc42069522dc
+nvidia-cublas-cu12==12.6.4.1 \
+    --hash=sha256:08ed2686e9875d01b58e3cb379c6896df8e76c75e0d4a7f7dace3d7b6d9ef8eb \
+    --hash=sha256:235f728d6e2a409eddf1df58d5b0921cf80cfa9e72b9f2775ccb7b4a87984668 \
+    --hash=sha256:9e4fa264f4d8a4eb0cdbd34beadc029f453b3bafae02401e999cf3d5a5af75f8
     # via
     #   nvidia-cudnn-cu12
     #   nvidia-cusolver-cu12
     #   torch
-nvidia-cuda-cupti-cu12==12.4.127 \
-    --hash=sha256:5688d203301ab051449a2b1cb6690fbe90d2b372f411521c86018b950f3d7922 \
-    --hash=sha256:79279b35cf6f91da114182a5ce1864997fd52294a87a16179ce275773799458a \
-    --hash=sha256:9dec60f5ac126f7bb551c055072b69d85392b13311fcc1bcda2202d172df30fb
+nvidia-cuda-cupti-cu12==12.6.80 \
+    --hash=sha256:166ee35a3ff1587f2490364f90eeeb8da06cd867bd5b701bf7f9a02b78bc63fc \
+    --hash=sha256:358b4a1d35370353d52e12f0a7d1769fc01ff74a191689d3870b2123156184c4 \
+    --hash=sha256:6768bad6cab4f19e8292125e5f1ac8aa7d1718704012a0e3272a6f61c4bce132 \
+    --hash=sha256:a3eff6cdfcc6a4c35db968a06fcadb061cbc7d6dde548609a941ff8701b98b73 \
+    --hash=sha256:bbe6ae76e83ce5251b56e8c8e61a964f757175682bbad058b170b136266ab00a
     # via torch
-nvidia-cuda-nvrtc-cu12==12.4.127 \
-    --hash=sha256:0eedf14185e04b76aa05b1fea04133e59f465b6f960c0cbf4e37c3cb6b0ea198 \
-    --hash=sha256:a178759ebb095827bd30ef56598ec182b85547f1508941a3d560eb7ea1fbf338 \
-    --hash=sha256:a961b2f1d5f17b14867c619ceb99ef6fcec12e46612711bcec78eb05068a60ec
+nvidia-cuda-nvrtc-cu12==12.6.85 \
+    --hash=sha256:3f3134f50963882373063901657554f230bedf6039d30b09f6be55c64c993a37 \
+    --hash=sha256:800927308ccc5dd6246d3f61f7fcef2ed7ec4e59e199090d360d3293f78bd5a2 \
+    --hash=sha256:a419e2c95e75b88b602f8bb66f82a6c5651e8475a509841c958486b1b71510bf
     # via torch
-nvidia-cuda-runtime-cu12==12.4.127 \
-    --hash=sha256:09c2e35f48359752dfa822c09918211844a3d93c100a715d79b59591130c5e1e \
-    --hash=sha256:64403288fa2136ee8e467cdc9c9427e0434110899d07c779f25b5c068934faa5 \
-    --hash=sha256:961fe0e2e716a2a1d967aab7caee97512f71767f852f67432d572e36cb3a11f3
+nvidia-cuda-runtime-cu12==12.6.77 \
+    --hash=sha256:6116fad3e049e04791c0256a9778c16237837c08b27ed8c8401e2e45de8d60cd \
+    --hash=sha256:86c58044c824bf3c173c49a2dbc7a6c8b53cb4e4dca50068be0bf64e9dab3f7f \
+    --hash=sha256:a84d15d5e1da416dd4774cb42edf5e954a3e60cc945698dc1d5be02321c44dc8 \
+    --hash=sha256:ba3b56a4f896141e25e19ab287cd71e52a6a0f4b29d0d31609f60e3b4d5219b7 \
+    --hash=sha256:d461264ecb429c84c8879a7153499ddc7b19b5f8d84c204307491989a365588e
     # via torch
-nvidia-cudnn-cu12==9.1.0.70 \
-    --hash=sha256:165764f44ef8c61fcdfdfdbe769d687e06374059fbb388b6c89ecb0e28793a6f \
-    --hash=sha256:6278562929433d68365a07a4a1546c237ba2849852c0d4b2262a486e805b977a
+nvidia-cudnn-cu12==9.6.0.74 \
+    --hash=sha256:6a6466301b5ab1f0d8e62b14cdd02a714158f32f70ee99892218bec661e76595 \
+    --hash=sha256:7ce9c6a738b151f9e4d0a8716bdd73181a6bf28cc841d6525915c6980837667e \
+    --hash=sha256:cb700ea574ba8ffdbf9381fed2cdfa0b1847852c3811fb5f0d998d8d47a1cf1a
     # via torch
-nvidia-cufft-cu12==11.2.1.3 \
-    --hash=sha256:5dad8008fc7f92f5ddfa2101430917ce2ffacd86824914c82e28990ad7f00399 \
-    --hash=sha256:d802f4954291101186078ccbe22fc285a902136f974d369540fd4a5333d1440b \
-    --hash=sha256:f083fc24912aa410be21fa16d157fed2055dab1cc4b6934a0e03cba69eb242b9
+nvidia-cufft-cu12==11.3.0.4 \
+    --hash=sha256:6048ebddfb90d09d2707efb1fd78d4e3a77cb3ae4dc60e19aab6be0ece2ae464 \
+    --hash=sha256:768160ac89f6f7b459bee747e8d175dbf53619cfe74b2a5636264163138013ca \
+    --hash=sha256:8510990de9f96c803a051822618d42bf6cb8f069ff3f48d93a8486efdacb48fb \
+    --hash=sha256:ccba62eb9cef5559abd5e0d54ceed2d9934030f51163df018532142a8ec533e5 \
+    --hash=sha256:d16079550df460376455cba121db6564089176d9bac9e4f360493ca4741b22a6
     # via torch
-nvidia-curand-cu12==10.3.5.147 \
-    --hash=sha256:1f173f09e3e3c76ab084aba0de819c49e56614feae5c12f69883f4ae9bb5fad9 \
-    --hash=sha256:a88f583d4e0bb643c49743469964103aa59f7f708d862c3ddb0fc07f851e3b8b \
-    --hash=sha256:f307cc191f96efe9e8f05a87096abc20d08845a841889ef78cb06924437f6771
+nvidia-curand-cu12==10.3.7.77 \
+    --hash=sha256:6d6d935ffba0f3d439b7cd968192ff068fafd9018dbf1b85b37261b13cfc9905 \
+    --hash=sha256:6e82df077060ea28e37f48a3ec442a8f47690c7499bff392a5938614b56c98d8 \
+    --hash=sha256:7b2ed8e95595c3591d984ea3603dd66fe6ce6812b886d59049988a712ed06b6e \
+    --hash=sha256:99f1a32f1ac2bd134897fc7a203f779303261268a65762a623bf30cc9fe79117 \
+    --hash=sha256:a42cd1344297f70b9e39a1e4f467a4e1c10f1da54ff7a85c12197f6c652c8bdf
     # via torch
-nvidia-cusolver-cu12==11.6.1.9 \
-    --hash=sha256:19e33fa442bcfd085b3086c4ebf7e8debc07cfe01e11513cc6d332fd918ac260 \
-    --hash=sha256:d338f155f174f90724bbde3758b7ac375a70ce8e706d70b018dd3375545fc84e \
-    --hash=sha256:e77314c9d7b694fcebc84f58989f3aa4fb4cb442f12ca1a9bde50f5e8f6d1b9c
+nvidia-cusolver-cu12==11.7.1.2 \
+    --hash=sha256:0ce237ef60acde1efc457335a2ddadfd7610b892d94efee7b776c64bb1cac9e0 \
+    --hash=sha256:6813f9d8073f555444a8705f3ab0296d3e1cb37a16d694c5fc8b862a0d8706d7 \
+    --hash=sha256:6cf28f17f64107a0c4d7802be5ff5537b2130bfc112f25d5a30df227058ca0e6 \
+    --hash=sha256:dbbe4fc38ec1289c7e5230e16248365e375c3673c9c8bac5796e2e20db07f56e \
+    --hash=sha256:e9e49843a7707e42022babb9bcfa33c29857a93b88020c4e4434656a655b698c
     # via torch
-nvidia-cusparse-cu12==12.3.1.170 \
-    --hash=sha256:9bc90fb087bc7b4c15641521f31c0371e9a612fc2ba12c338d3ae032e6b6797f \
-    --hash=sha256:9d32f62896231ebe0480efd8a7f702e143c98cfaa0e8a76df3386c1ba2b54df3 \
-    --hash=sha256:ea4f11a2904e2a8dc4b1833cc1b5181cde564edd0d5cd33e3c168eff2d1863f1
+nvidia-cusparse-cu12==12.5.4.2 \
+    --hash=sha256:23749a6571191a215cb74d1cdbff4a86e7b19f1200c071b3fcf844a5bea23a2f \
+    --hash=sha256:4acb8c08855a26d737398cba8fb6f8f5045d93f82612b4cfd84645a2332ccf20 \
+    --hash=sha256:7556d9eca156e18184b94947ade0fba5bb47d69cec46bf8660fd2c71a4b48b73 \
+    --hash=sha256:7aa32fa5470cf754f72d1116c7cbc300b4e638d3ae5304cfa4a638a5b87161b1 \
+    --hash=sha256:d25b62fb18751758fe3c93a4a08eff08effedfe4edf1c6bb5afd0890fe88f887
     # via
     #   nvidia-cusolver-cu12
     #   torch
-nvidia-nccl-cu12==2.21.5 \
-    --hash=sha256:8579076d30a8c24988834445f8d633c697d42397e92ffc3f63fa26766d25e0a0
+nvidia-nccl-cu12==2.23.4 \
+    --hash=sha256:aa946c8327e22ced28e7cef508a334673abc42064ec85f02d005ba1785ea4cec \
+    --hash=sha256:b097258d9aab2fa9f686e33c6fe40ae57b27df60cedbd15d139701bb5509e0c1
     # via torch
-nvidia-nvjitlink-cu12==12.4.127 \
-    --hash=sha256:06b3b9b25bf3f8af351d664978ca26a16d2c5127dbd53c0497e28d1fb9611d57 \
-    --hash=sha256:4abe7fef64914ccfa909bc2ba39739670ecc9e820c83ccc7a6ed414122599b83 \
-    --hash=sha256:fd9020c501d27d135f983c6d3e244b197a7ccad769e34df53a42e276b0e25fa1
+nvidia-nvjitlink-cu12==12.6.85 \
+    --hash=sha256:cf4eaa7d4b6b543ffd69d6abfb11efdeb2db48270d94dfd3a452c24150829e41 \
+    --hash=sha256:e61120e52ed675747825cdd16febc6a0730537451d867ee58bee3853b1b13d1c \
+    --hash=sha256:eedc36df9e88b682efe4309aa16b5b4e78c2407eac59e8c10a6a47535164369a
     # via
     #   nvidia-cusolver-cu12
     #   nvidia-cusparse-cu12
     #   torch
-nvidia-nvtx-cu12==12.4.127 \
-    --hash=sha256:641dccaaa1139f3ffb0d3164b4b84f9d253397e38246a4f2f36728b48566d485 \
-    --hash=sha256:781e950d9b9f60d8241ccea575b32f5105a5baf4c2351cab5256a24869f12a1a \
-    --hash=sha256:7959ad635db13edf4fc65c06a6e9f9e55fc2f92596db928d169c0bb031e88ef3
+nvidia-nvtx-cu12==12.6.77 \
+    --hash=sha256:2fb11a4af04a5e6c84073e6404d26588a34afd35379f0855a99797897efa75c0 \
+    --hash=sha256:6574241a3ec5fdc9334353ab8c479fe75841dbe8f4532a8fc97ce63503330ba1 \
+    --hash=sha256:adcaabb9d436c9761fca2b13959a2d237c5f9fd406c8e4b723c695409ff88059 \
+    --hash=sha256:b90bed3df379fa79afbd21be8e04a0314336b8ae16768b58f2d34cb1d04cd7d2 \
+    --hash=sha256:f44f8d86bb7d5629988d61c8d3ae61dddb2015dee142740536bc7481b022fe4b
     # via torch
 ollama==0.4.4 \
     --hash=sha256:0f466e845e2205a1cbf5a2fef4640027b90beaa3b06c574426d8b6b17fd6e139 \
     --hash=sha256:e1db064273c739babc2dde9ea84029c4a43415354741b6c50939ddd3dd0f7ffb
     # via gdm-concordia (setup.py)
-openai==1.57.1 \
-    --hash=sha256:3865686c927e93492d1145938d4a24b634951531c4b2769d43ca5dbd4b25d8fd \
-    --hash=sha256:a95f22e04ab3df26e64a15d958342265e802314131275908b3b3e36f8c5d4377
+openai==1.57.2 \
+    --hash=sha256:5f49fd0f38e9f2131cda7deb45dafdd1aee4f52a637e190ce0ecf40147ce8cee \
+    --hash=sha256:f7326283c156fdee875746e7e54d36959fb198eadc683952ee05e3302fbd638d
     # via gdm-concordia (setup.py)
 orjson==3.10.12 \
     --hash=sha256:0000758ae7c7853e0a4a6063f534c61656ebff644391e1f81698c1b2d2fc8cd2 \
@@ -2185,87 +2221,82 @@ pickleshare==0.7.5 \
     --hash=sha256:87683d47965c1da65cdacaf31c8441d12b8044cdec9aca500cd78fc2c683afca \
     --hash=sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56
     # via ipython
-pillow==10.4.0 \
-    --hash=sha256:02a2be69f9c9b8c1e97cf2713e789d4e398c751ecfd9967c18d0ce304efbf885 \
-    --hash=sha256:030abdbe43ee02e0de642aee345efa443740aa4d828bfe8e2eb11922ea6a21ea \
-    --hash=sha256:06b2f7898047ae93fad74467ec3d28fe84f7831370e3c258afa533f81ef7f3df \
-    --hash=sha256:0755ffd4a0c6f267cccbae2e9903d95477ca2f77c4fcf3a3a09570001856c8a5 \
-    --hash=sha256:0a9ec697746f268507404647e531e92889890a087e03681a3606d9b920fbee3c \
-    --hash=sha256:0ae24a547e8b711ccaaf99c9ae3cd975470e1a30caa80a6aaee9a2f19c05701d \
-    --hash=sha256:134ace6dc392116566980ee7436477d844520a26a4b1bd4053f6f47d096997fd \
-    --hash=sha256:166c1cd4d24309b30d61f79f4a9114b7b2313d7450912277855ff5dfd7cd4a06 \
-    --hash=sha256:1b5dea9831a90e9d0721ec417a80d4cbd7022093ac38a568db2dd78363b00908 \
-    --hash=sha256:1d846aea995ad352d4bdcc847535bd56e0fd88d36829d2c90be880ef1ee4668a \
-    --hash=sha256:1ef61f5dd14c300786318482456481463b9d6b91ebe5ef12f405afbba77ed0be \
-    --hash=sha256:297e388da6e248c98bc4a02e018966af0c5f92dfacf5a5ca22fa01cb3179bca0 \
-    --hash=sha256:298478fe4f77a4408895605f3482b6cc6222c018b2ce565c2b6b9c354ac3229b \
-    --hash=sha256:29dbdc4207642ea6aad70fbde1a9338753d33fb23ed6956e706936706f52dd80 \
-    --hash=sha256:2db98790afc70118bd0255c2eeb465e9767ecf1f3c25f9a1abb8ffc8cfd1fe0a \
-    --hash=sha256:32cda9e3d601a52baccb2856b8ea1fc213c90b340c542dcef77140dfa3278a9e \
-    --hash=sha256:37fb69d905be665f68f28a8bba3c6d3223c8efe1edf14cc4cfa06c241f8c81d9 \
-    --hash=sha256:416d3a5d0e8cfe4f27f574362435bc9bae57f679a7158e0096ad2beb427b8696 \
-    --hash=sha256:43efea75eb06b95d1631cb784aa40156177bf9dd5b4b03ff38979e048258bc6b \
-    --hash=sha256:4b35b21b819ac1dbd1233317adeecd63495f6babf21b7b2512d244ff6c6ce309 \
-    --hash=sha256:4d9667937cfa347525b319ae34375c37b9ee6b525440f3ef48542fcf66f2731e \
-    --hash=sha256:5161eef006d335e46895297f642341111945e2c1c899eb406882a6c61a4357ab \
-    --hash=sha256:543f3dc61c18dafb755773efc89aae60d06b6596a63914107f75459cf984164d \
-    --hash=sha256:551d3fd6e9dc15e4c1eb6fc4ba2b39c0c7933fa113b220057a34f4bb3268a060 \
-    --hash=sha256:59291fb29317122398786c2d44427bbd1a6d7ff54017075b22be9d21aa59bd8d \
-    --hash=sha256:5b001114dd152cfd6b23befeb28d7aee43553e2402c9f159807bf55f33af8a8d \
-    --hash=sha256:5b4815f2e65b30f5fbae9dfffa8636d992d49705723fe86a3661806e069352d4 \
-    --hash=sha256:5dc6761a6efc781e6a1544206f22c80c3af4c8cf461206d46a1e6006e4429ff3 \
-    --hash=sha256:5e84b6cc6a4a3d76c153a6b19270b3526a5a8ed6b09501d3af891daa2a9de7d6 \
-    --hash=sha256:6209bb41dc692ddfee4942517c19ee81b86c864b626dbfca272ec0f7cff5d9fb \
-    --hash=sha256:673655af3eadf4df6b5457033f086e90299fdd7a47983a13827acf7459c15d94 \
-    --hash=sha256:6c762a5b0997f5659a5ef2266abc1d8851ad7749ad9a6a5506eb23d314e4f46b \
-    --hash=sha256:7086cc1d5eebb91ad24ded9f58bec6c688e9f0ed7eb3dbbf1e4800280a896496 \
-    --hash=sha256:73664fe514b34c8f02452ffb73b7a92c6774e39a647087f83d67f010eb9a0cf0 \
-    --hash=sha256:76a911dfe51a36041f2e756b00f96ed84677cdeb75d25c767f296c1c1eda1319 \
-    --hash=sha256:780c072c2e11c9b2c7ca37f9a2ee8ba66f44367ac3e5c7832afcfe5104fd6d1b \
-    --hash=sha256:7928ecbf1ece13956b95d9cbcfc77137652b02763ba384d9ab508099a2eca856 \
-    --hash=sha256:7970285ab628a3779aecc35823296a7869f889b8329c16ad5a71e4901a3dc4ef \
-    --hash=sha256:7a8d4bade9952ea9a77d0c3e49cbd8b2890a399422258a77f357b9cc9be8d680 \
-    --hash=sha256:7c1ee6f42250df403c5f103cbd2768a28fe1a0ea1f0f03fe151c8741e1469c8b \
-    --hash=sha256:7dfecdbad5c301d7b5bde160150b4db4c659cee2b69589705b6f8a0c509d9f42 \
-    --hash=sha256:812f7342b0eee081eaec84d91423d1b4650bb9828eb53d8511bcef8ce5aecf1e \
-    --hash=sha256:866b6942a92f56300012f5fbac71f2d610312ee65e22f1aa2609e491284e5597 \
-    --hash=sha256:86dcb5a1eb778d8b25659d5e4341269e8590ad6b4e8b44d9f4b07f8d136c414a \
-    --hash=sha256:87dd88ded2e6d74d31e1e0a99a726a6765cda32d00ba72dc37f0651f306daaa8 \
-    --hash=sha256:8bc1a764ed8c957a2e9cacf97c8b2b053b70307cf2996aafd70e91a082e70df3 \
-    --hash=sha256:8d4d5063501b6dd4024b8ac2f04962d661222d120381272deea52e3fc52d3736 \
-    --hash=sha256:8f0aef4ef59694b12cadee839e2ba6afeab89c0f39a3adc02ed51d109117b8da \
-    --hash=sha256:930044bb7679ab003b14023138b50181899da3f25de50e9dbee23b61b4de2126 \
-    --hash=sha256:950be4d8ba92aca4b2bb0741285a46bfae3ca699ef913ec8416c1b78eadd64cd \
-    --hash=sha256:961a7293b2457b405967af9c77dcaa43cc1a8cd50d23c532e62d48ab6cdd56f5 \
-    --hash=sha256:9b885f89040bb8c4a1573566bbb2f44f5c505ef6e74cec7ab9068c900047f04b \
-    --hash=sha256:9f4727572e2918acaa9077c919cbbeb73bd2b3ebcfe033b72f858fc9fbef0026 \
-    --hash=sha256:a02364621fe369e06200d4a16558e056fe2805d3468350df3aef21e00d26214b \
-    --hash=sha256:a985e028fc183bf12a77a8bbf36318db4238a3ded7fa9df1b9a133f1cb79f8fc \
-    --hash=sha256:ac1452d2fbe4978c2eec89fb5a23b8387aba707ac72810d9490118817d9c0b46 \
-    --hash=sha256:b15e02e9bb4c21e39876698abf233c8c579127986f8207200bc8a8f6bb27acf2 \
-    --hash=sha256:b2724fdb354a868ddf9a880cb84d102da914e99119211ef7ecbdc613b8c96b3c \
-    --hash=sha256:bbc527b519bd3aa9d7f429d152fea69f9ad37c95f0b02aebddff592688998abe \
-    --hash=sha256:bcd5e41a859bf2e84fdc42f4edb7d9aba0a13d29a2abadccafad99de3feff984 \
-    --hash=sha256:bd2880a07482090a3bcb01f4265f1936a903d70bc740bfcb1fd4e8a2ffe5cf5a \
-    --hash=sha256:bee197b30783295d2eb680b311af15a20a8b24024a19c3a26431ff83eb8d1f70 \
-    --hash=sha256:bf2342ac639c4cf38799a44950bbc2dfcb685f052b9e262f446482afaf4bffca \
-    --hash=sha256:c76e5786951e72ed3686e122d14c5d7012f16c8303a674d18cdcd6d89557fc5b \
-    --hash=sha256:cbed61494057c0f83b83eb3a310f0bf774b09513307c434d4366ed64f4128a91 \
-    --hash=sha256:cfdd747216947628af7b259d274771d84db2268ca062dd5faf373639d00113a3 \
-    --hash=sha256:d7480af14364494365e89d6fddc510a13e5a2c3584cb19ef65415ca57252fb84 \
-    --hash=sha256:dbc6ae66518ab3c5847659e9988c3b60dc94ffb48ef9168656e0019a93dbf8a1 \
-    --hash=sha256:dc3e2db6ba09ffd7d02ae9141cfa0ae23393ee7687248d46a7507b75d610f4f5 \
-    --hash=sha256:dfe91cb65544a1321e631e696759491ae04a2ea11d36715eca01ce07284738be \
-    --hash=sha256:e4d49b85c4348ea0b31ea63bc75a9f3857869174e2bf17e7aba02945cd218e6f \
-    --hash=sha256:e4db64794ccdf6cb83a59d73405f63adbe2a1887012e308828596100a0b2f6cc \
-    --hash=sha256:e553cad5179a66ba15bb18b353a19020e73a7921296a7979c4a2b7f6a5cd57f9 \
-    --hash=sha256:e88d5e6ad0d026fba7bdab8c3f225a69f063f116462c49892b0149e21b6c0a0e \
-    --hash=sha256:ecd85a8d3e79cd7158dec1c9e5808e821feea088e2f69a974db5edf84dc53141 \
-    --hash=sha256:f5b92f4d70791b4a67157321c4e8225d60b119c5cc9aee8ecf153aace4aad4ef \
-    --hash=sha256:f5f0c3e969c8f12dd2bb7e0b15d5c468b51e5017e01e2e867335c81903046a22 \
-    --hash=sha256:f7baece4ce06bade126fb84b8af1c33439a76d8a6fd818970215e0560ca28c27 \
-    --hash=sha256:ff25afb18123cea58a591ea0244b92eb1e61a1fd497bf6d6384f09bc3262ec3e \
-    --hash=sha256:ff337c552345e95702c5fde3158acb0625111017d0e5f24bf3acdb9cc16b90d1
+pillow==11.0.0 \
+    --hash=sha256:00177a63030d612148e659b55ba99527803288cea7c75fb05766ab7981a8c1b7 \
+    --hash=sha256:006bcdd307cc47ba43e924099a038cbf9591062e6c50e570819743f5607404f5 \
+    --hash=sha256:084a07ef0821cfe4858fe86652fffac8e187b6ae677e9906e192aafcc1b69903 \
+    --hash=sha256:0ae08bd8ffc41aebf578c2af2f9d8749d91f448b3bfd41d7d9ff573d74f2a6b2 \
+    --hash=sha256:0e038b0745997c7dcaae350d35859c9715c71e92ffb7e0f4a8e8a16732150f38 \
+    --hash=sha256:1187739620f2b365de756ce086fdb3604573337cc28a0d3ac4a01ab6b2d2a6d2 \
+    --hash=sha256:16095692a253047fe3ec028e951fa4221a1f3ed3d80c397e83541a3037ff67c9 \
+    --hash=sha256:1a61b54f87ab5786b8479f81c4b11f4d61702830354520837f8cc791ebba0f5f \
+    --hash=sha256:1c1d72714f429a521d8d2d018badc42414c3077eb187a59579f28e4270b4b0fc \
+    --hash=sha256:1e2688958a840c822279fda0086fec1fdab2f95bf2b717b66871c4ad9859d7e8 \
+    --hash=sha256:20ec184af98a121fb2da42642dea8a29ec80fc3efbaefb86d8fdd2606619045d \
+    --hash=sha256:21a0d3b115009ebb8ac3d2ebec5c2982cc693da935f4ab7bb5c8ebe2f47d36f2 \
+    --hash=sha256:224aaa38177597bb179f3ec87eeefcce8e4f85e608025e9cfac60de237ba6316 \
+    --hash=sha256:2679d2258b7f1192b378e2893a8a0a0ca472234d4c2c0e6bdd3380e8dfa21b6a \
+    --hash=sha256:27a7860107500d813fcd203b4ea19b04babe79448268403172782754870dac25 \
+    --hash=sha256:290f2cc809f9da7d6d622550bbf4c1e57518212da51b6a30fe8e0a270a5b78bd \
+    --hash=sha256:2e46773dc9f35a1dd28bd6981332fd7f27bec001a918a72a79b4133cf5291dba \
+    --hash=sha256:3107c66e43bda25359d5ef446f59c497de2b5ed4c7fdba0894f8d6cf3822dafc \
+    --hash=sha256:375b8dd15a1f5d2feafff536d47e22f69625c1aa92f12b339ec0b2ca40263273 \
+    --hash=sha256:45c566eb10b8967d71bf1ab8e4a525e5a93519e29ea071459ce517f6b903d7fa \
+    --hash=sha256:499c3a1b0d6fc8213519e193796eb1a86a1be4b1877d678b30f83fd979811d1a \
+    --hash=sha256:4ad70c4214f67d7466bea6a08061eba35c01b1b89eaa098040a35272a8efb22b \
+    --hash=sha256:4b60c9520f7207aaf2e1d94de026682fc227806c6e1f55bba7606d1c94dd623a \
+    --hash=sha256:5178952973e588b3f1360868847334e9e3bf49d19e169bbbdfaf8398002419ae \
+    --hash=sha256:52a2d8323a465f84faaba5236567d212c3668f2ab53e1c74c15583cf507a0291 \
+    --hash=sha256:598b4e238f13276e0008299bd2482003f48158e2b11826862b1eb2ad7c768b97 \
+    --hash=sha256:5bd2d3bdb846d757055910f0a59792d33b555800813c3b39ada1829c372ccb06 \
+    --hash=sha256:5c39ed17edea3bc69c743a8dd3e9853b7509625c2462532e62baa0732163a904 \
+    --hash=sha256:5d203af30149ae339ad1b4f710d9844ed8796e97fda23ffbc4cc472968a47d0b \
+    --hash=sha256:5ddbfd761ee00c12ee1be86c9c0683ecf5bb14c9772ddbd782085779a63dd55b \
+    --hash=sha256:607bbe123c74e272e381a8d1957083a9463401f7bd01287f50521ecb05a313f8 \
+    --hash=sha256:61b887f9ddba63ddf62fd02a3ba7add935d053b6dd7d58998c630e6dbade8527 \
+    --hash=sha256:6619654954dc4936fcff82db8eb6401d3159ec6be81e33c6000dfd76ae189947 \
+    --hash=sha256:674629ff60030d144b7bca2b8330225a9b11c482ed408813924619c6f302fdbb \
+    --hash=sha256:6ec0d5af64f2e3d64a165f490d96368bb5dea8b8f9ad04487f9ab60dc4bb6003 \
+    --hash=sha256:6f4dba50cfa56f910241eb7f883c20f1e7b1d8f7d91c750cd0b318bad443f4d5 \
+    --hash=sha256:70fbbdacd1d271b77b7721fe3cdd2d537bbbd75d29e6300c672ec6bb38d9672f \
+    --hash=sha256:72bacbaf24ac003fea9bff9837d1eedb6088758d41e100c1552930151f677739 \
+    --hash=sha256:7326a1787e3c7b0429659e0a944725e1b03eeaa10edd945a86dead1913383944 \
+    --hash=sha256:73853108f56df97baf2bb8b522f3578221e56f646ba345a372c78326710d3830 \
+    --hash=sha256:73e3a0200cdda995c7e43dd47436c1548f87a30bb27fb871f352a22ab8dcf45f \
+    --hash=sha256:75acbbeb05b86bc53cbe7b7e6fe00fbcf82ad7c684b3ad82e3d711da9ba287d3 \
+    --hash=sha256:8069c5179902dcdce0be9bfc8235347fdbac249d23bd90514b7a47a72d9fecf4 \
+    --hash=sha256:846e193e103b41e984ac921b335df59195356ce3f71dcfd155aa79c603873b84 \
+    --hash=sha256:8594f42df584e5b4bb9281799698403f7af489fba84c34d53d1c4bfb71b7c4e7 \
+    --hash=sha256:86510e3f5eca0ab87429dd77fafc04693195eec7fd6a137c389c3eeb4cfb77c6 \
+    --hash=sha256:8853a3bf12afddfdf15f57c4b02d7ded92c7a75a5d7331d19f4f9572a89c17e6 \
+    --hash=sha256:88a58d8ac0cc0e7f3a014509f0455248a76629ca9b604eca7dc5927cc593c5e9 \
+    --hash=sha256:8ba470552b48e5835f1d23ecb936bb7f71d206f9dfeee64245f30c3270b994de \
+    --hash=sha256:8c676b587da5673d3c75bd67dd2a8cdfeb282ca38a30f37950511766b26858c4 \
+    --hash=sha256:8ec4a89295cd6cd4d1058a5e6aec6bf51e0eaaf9714774e1bfac7cfc9051db47 \
+    --hash=sha256:94f3e1780abb45062287b4614a5bc0874519c86a777d4a7ad34978e86428b8dd \
+    --hash=sha256:9a0f748eaa434a41fccf8e1ee7a3eed68af1b690e75328fd7a60af123c193b50 \
+    --hash=sha256:a5629742881bcbc1f42e840af185fd4d83a5edeb96475a575f4da50d6ede337c \
+    --hash=sha256:a65149d8ada1055029fcb665452b2814fe7d7082fcb0c5bed6db851cb69b2086 \
+    --hash=sha256:b3c5ac4bed7519088103d9450a1107f76308ecf91d6dabc8a33a2fcfb18d0fba \
+    --hash=sha256:b4fd7bd29610a83a8c9b564d457cf5bd92b4e11e79a4ee4716a63c959699b306 \
+    --hash=sha256:bcd1fb5bb7b07f64c15618c89efcc2cfa3e95f0e3bcdbaf4642509de1942a699 \
+    --hash=sha256:c12b5ae868897c7338519c03049a806af85b9b8c237b7d675b8c5e089e4a618e \
+    --hash=sha256:c26845094b1af3c91852745ae78e3ea47abf3dbcd1cf962f16b9a5fbe3ee8488 \
+    --hash=sha256:c6a660307ca9d4867caa8d9ca2c2658ab685de83792d1876274991adec7b93fa \
+    --hash=sha256:c809a70e43c7977c4a42aefd62f0131823ebf7dd73556fa5d5950f5b354087e2 \
+    --hash=sha256:c8b2351c85d855293a299038e1f89db92a2f35e8d2f783489c6f0b2b5f3fe8a3 \
+    --hash=sha256:cb929ca942d0ec4fac404cbf520ee6cac37bf35be479b970c4ffadf2b6a1cad9 \
+    --hash=sha256:d2c0a187a92a1cb5ef2c8ed5412dd8d4334272617f532d4ad4de31e0495bd923 \
+    --hash=sha256:d69bfd8ec3219ae71bcde1f942b728903cad25fafe3100ba2258b973bd2bc1b2 \
+    --hash=sha256:daffdf51ee5db69a82dd127eabecce20729e21f7a3680cf7cbb23f0829189790 \
+    --hash=sha256:e58876c91f97b0952eb766123bfef372792ab3f4e3e1f1a2267834c2ab131734 \
+    --hash=sha256:eda2616eb2313cbb3eebbe51f19362eb434b18e3bb599466a1ffa76a033fb916 \
+    --hash=sha256:ee217c198f2e41f184f3869f3e485557296d505b5195c513b2bfe0062dc537f1 \
+    --hash=sha256:f02541ef64077f22bf4924f225c0fd1248c168f86e4b7abdedd87d6ebaceab0f \
+    --hash=sha256:f1b82c27e89fffc6da125d5eb0ca6e68017faf5efc078128cfaa42cf5cb38798 \
+    --hash=sha256:fba162b8872d30fea8c52b258a542c5dfd7b235fb5cb352240c8d63b414013eb \
+    --hash=sha256:fbbcb7b57dc9c794843e3d1258c0fbf0f48656d46ffe9e09b63bbd6e8cd5d0a2 \
+    --hash=sha256:fcb4621042ac4b7865c179bb972ed0da0218a076dc1820ffc48b1d74c1e37fe9
     # via
     #   matplotlib
     #   sentence-transformers
@@ -3279,33 +3310,37 @@ safetensors==0.4.5 \
     --hash=sha256:fd33da8e9407559f8779c82a0448e2133737f922d71f884da27184549416bfed \
     --hash=sha256:fdadf66b5a22ceb645d5435a0be7a0292ce59648ca1d46b352f13cff3ea80410
     # via transformers
-scikit-learn==1.5.2 \
-    --hash=sha256:03b6158efa3faaf1feea3faa884c840ebd61b6484167c711548fce208ea09445 \
-    --hash=sha256:178ddd0a5cb0044464fc1bfc4cca5b1833bfc7bb022d70b05db8530da4bb3dd3 \
-    --hash=sha256:1ff45e26928d3b4eb767a8f14a9a6efbf1cbff7c05d1fb0f95f211a89fd4f5de \
-    --hash=sha256:299406827fb9a4f862626d0fe6c122f5f87f8910b86fe5daa4c32dcd742139b6 \
-    --hash=sha256:2d4cad1119c77930b235579ad0dc25e65c917e756fe80cab96aa3b9428bd3fb0 \
-    --hash=sha256:394397841449853c2290a32050382edaec3da89e35b3e03d6cc966aebc6a8ae6 \
-    --hash=sha256:3a686885a4b3818d9e62904d91b57fa757fc2bed3e465c8b177be652f4dd37c8 \
-    --hash=sha256:3b923d119d65b7bd555c73be5423bf06c0105678ce7e1f558cb4b40b0a5502b1 \
-    --hash=sha256:3bed4909ba187aca80580fe2ef370d9180dcf18e621a27c4cf2ef10d279a7efe \
-    --hash=sha256:52788f48b5d8bca5c0736c175fa6bdaab2ef00a8f536cda698db61bd89c551c1 \
-    --hash=sha256:57cc1786cfd6bd118220a92ede80270132aa353647684efa385a74244a41e3b1 \
-    --hash=sha256:643964678f4b5fbdc95cbf8aec638acc7aa70f5f79ee2cdad1eec3df4ba6ead8 \
-    --hash=sha256:6c16d84a0d45e4894832b3c4d0bf73050939e21b99b01b6fd59cbb0cf39163b6 \
-    --hash=sha256:757c7d514ddb00ae249832fe87100d9c73c6ea91423802872d9e74970a0e40b9 \
-    --hash=sha256:8c412ccc2ad9bf3755915e3908e677b367ebc8d010acbb3f182814524f2e5540 \
-    --hash=sha256:b0768ad641981f5d3a198430a1d31c3e044ed2e8a6f22166b4d546a5116d7908 \
-    --hash=sha256:b4237ed7b3fdd0a4882792e68ef2545d5baa50aca3bb45aa7df468138ad8f94d \
-    --hash=sha256:b7b0f9a0b1040830d38c39b91b3a44e1b643f4b36e36567b80b7c6bd2202a27f \
-    --hash=sha256:c15b1ca23d7c5f33cc2cb0a0d6aaacf893792271cddff0edbd6a40e8319bc113 \
-    --hash=sha256:ca64b3089a6d9b9363cd3546f8978229dcbb737aceb2c12144ee3f70f95684b7 \
-    --hash=sha256:e9a702e2de732bbb20d3bad29ebd77fc05a6b427dc49964300340e4c9328b3f5 \
-    --hash=sha256:f60021ec1574e56632be2a36b946f8143bf4e5e6af4a06d85281adc22938e0dd \
-    --hash=sha256:f7284ade780084d94505632241bf78c44ab3b6f1e8ccab3d2af58e0e950f9c12 \
-    --hash=sha256:f763897fe92d0e903aa4847b0aec0e68cadfff77e8a0687cabd946c89d17e675 \
-    --hash=sha256:f8b0ccd4a902836493e026c03256e8b206656f91fbcc4fde28c57a5b752561f1 \
-    --hash=sha256:f932a02c3f4956dfb981391ab24bda1dbd90fe3d628e4b42caef3e041c67707a
+scikit-learn==1.6.0 \
+    --hash=sha256:04a5ba45c12a5ff81518aa4f1604e826a45d20e53da47b15871526cda4ff5174 \
+    --hash=sha256:0baa91eeb8c32632628874a5c91885eaedd23b71504d24227925080da075837a \
+    --hash=sha256:1dad624cffe3062276a0881d4e441bc9e3b19d02d17757cd6ae79a9d192a0027 \
+    --hash=sha256:1f50b4f24cf12a81c3c09958ae3b864d7534934ca66ded3822de4996d25d7285 \
+    --hash=sha256:21fadfc2ad7a1ce8bd1d90f23d17875b84ec765eecbbfc924ff11fb73db582ce \
+    --hash=sha256:2fce7950a3fad85e0a61dc403df0f9345b53432ac0e47c50da210d22c60b6d85 \
+    --hash=sha256:30f34bb5fde90e020653bb84dcb38b6c83f90c70680dbd8c38bd9becbad7a127 \
+    --hash=sha256:34e20bfac8ff0ebe0ff20fb16a4d6df5dc4cc9ce383e00c2ab67a526a3c67b18 \
+    --hash=sha256:366fb3fa47dce90afed3d6106183f4978d6f24cfd595c2373424171b915ee718 \
+    --hash=sha256:3c716d13ba0a2f8762d96ff78d3e0cde90bc9c9b5c13d6ab6bb9b2d6ca6705fd \
+    --hash=sha256:59cd96a8d9f8dfd546f5d6e9787e1b989e981388d7803abbc9efdcde61e47460 \
+    --hash=sha256:5be4577769c5dde6e1b53de8e6520f9b664ab5861dd57acee47ad119fd7405d6 \
+    --hash=sha256:5c3fa7d3dd5a0ec2d0baba0d644916fa2ab180ee37850c5d536245df916946bd \
+    --hash=sha256:5fe11794236fb83bead2af26a87ced5d26e3370b8487430818b915dafab1724e \
+    --hash=sha256:61fe3dcec0d82ae280877a818ab652f4988371e32dd5451e75251bece79668b1 \
+    --hash=sha256:66b1cf721a9f07f518eb545098226796c399c64abdcbf91c2b95d625068363da \
+    --hash=sha256:7b35b60cf4cd6564b636e4a40516b3c61a4fa7a8b1f7a3ce80c38ebe04750bc3 \
+    --hash=sha256:98717d3c152f6842d36a70f21e1468fb2f1a2f8f2624d9a3f382211798516426 \
+    --hash=sha256:9aafd94bafc841b626681e626be27bf1233d5a0f20f0a6fdb4bee1a1963c6643 \
+    --hash=sha256:9d58481f9f7499dff4196927aedd4285a0baec8caa3790efbe205f13de37dd6e \
+    --hash=sha256:a17860a562bac54384454d40b3f6155200c1c737c9399e6a97962c63fce503ac \
+    --hash=sha256:a46d3ca0f11a540b8eaddaf5e38172d8cd65a86cb3e3632161ec96c0cffb774c \
+    --hash=sha256:a73b1c2038c93bc7f4bf21f6c9828d5116c5d2268f7a20cfbbd41d3074d52083 \
+    --hash=sha256:b44e3a51e181933bdf9a4953cc69c6025b40d2b49e238233f149b98849beb4bf \
+    --hash=sha256:b6916d1cec1ff163c7d281e699d7a6a709da2f2c5ec7b10547e08cc788ddd3ae \
+    --hash=sha256:df778486a32518cda33818b7e3ce48c78cef1d5f640a6bc9d97c6d2e71449a51 \
+    --hash=sha256:e5453b2e87ef8accedc5a8a4e6709f887ca01896cd7cc8a174fe39bd4bb00aef \
+    --hash=sha256:eb9ae21f387826da14b0b9cb1034f5048ddb9182da429c689f5f4a87dc96930b \
+    --hash=sha256:eba06d75815406091419e06dd650b91ebd1c5f836392a0d833ff36447c2b1bfa \
+    --hash=sha256:efa7a579606c73a0b3d210e33ea410ea9e1af7933fe324cb7e6fbafae4ea5948
     # via sentence-transformers
 scipy==1.14.1 \
     --hash=sha256:0c2f95de3b04e26f5f3ad5bb05e74ba7f68b837133a4492414b3afd79dfe540e \
@@ -3487,9 +3522,9 @@ stack-data==0.6.3 \
     --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \
     --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
     # via ipython
-sympy==1.13.1 \
-    --hash=sha256:9cebf7e04ff162015ce31c9c6c9144daa34a93bd082f54fd8f12deca4f47515f \
-    --hash=sha256:db36cdc64bf61b9b24578b6f7bab1ecdd2452cf008f34faa33776680c26d66f8
+sympy==1.13.3 \
+    --hash=sha256:54612cf55a62755ee71824ce692986f23c88ffa77207b30c1368eda4a7060f73 \
+    --hash=sha256:b27fd2c6530e0ab39e275fc9b683895367e51d5da91baa8d3d64db2565fec4d9
     # via torch
 tabulate==0.9.0 \
     --hash=sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c \
@@ -3636,9 +3671,9 @@ twine==6.0.1 \
     --hash=sha256:36158b09df5406e1c9c1fb8edb24fc2be387709443e7376689b938531582ee27 \
     --hash=sha256:9c6025b203b51521d53e200f4a08b116dee7500a38591668c6a6033117bdc218
     # via gdm-concordia (setup.py)
-typer==0.13.1 \
-    --hash=sha256:5b59580fd925e89463a29d363e0a43245ec02765bde9fb77d39e5d0f29dd7157 \
-    --hash=sha256:9d444cb96cc268ce6f8b94e13b4335084cef4c079998a9f4851a90229a3bd25c
+typer==0.15.1 \
+    --hash=sha256:7994fb7b8155b64d3402518560648446072864beefd44aa2dc36972a5972e847 \
+    --hash=sha256:a0588c0a7fa68a1978a069818657778f86abe6ff5ea6abf472f940a08bfe4f0a
     # via together
 types-python-dateutil==2.9.0.20241206 \
     --hash=sha256:18f493414c26ffba692a72369fea7a154c502646301ebfe3d56a04b3767284cb \
@@ -3713,9 +3748,9 @@ widgetsnbextension==4.0.13 \
     --hash=sha256:74b2692e8500525cc38c2b877236ba51d34541e6385eeed5aec15a70f88a6c71 \
     --hash=sha256:ffcb67bc9febd10234a362795f643927f4e0c05d9342c727b65d2384f8feacb6
     # via ipywidgets
-yarg==0.1.9 \
-    --hash=sha256:4f9cebdc00fac946c9bf2783d634e538a71c7d280a4d806d45fd4dc0ef441492 \
-    --hash=sha256:55695bf4d1e3e7f756496c36a69ba32c40d18f821e38f61d028f6049e5e15911
+yarg==0.1.10 \
+    --hash=sha256:1fbc94af89d5ebc2d2dfe46a5006a570de549c43e78f0913ce8390a1c5848b7e \
+    --hash=sha256:4413145825e5d0e8b370754b3e829cf7c95ab0131dbc29fb5b52a8e27e1b7234
     # via pipreqs
 yarl==1.18.3 \
     --hash=sha256:00e5a1fea0fd4f5bfa7440a47eff01d9822a65b4488f7cff83155a0f31a2ecba \