diff --git a/application/apache-superset/requirements.txt b/application/apache-superset/requirements.txt
index caeaaf00..eefb10ad 100644
--- a/application/apache-superset/requirements.txt
+++ b/application/apache-superset/requirements.txt
@@ -1,2 +1,3 @@
 apache-superset
-crate[sqlalchemy]==0.35.2
+crate==1.0.0dev0
+sqlalchemy-cratedb>=0.36,<1
diff --git a/by-dataframe/dask/README.md b/by-dataframe/dask/README.md
index f1c09046..230bbdaf 100644
--- a/by-dataframe/dask/README.md
+++ b/by-dataframe/dask/README.md
@@ -22,7 +22,7 @@ database table in a single operation. It can be used like this:
 # DBURI = "crate://crate@localhost:4200/"
 
 import sqlalchemy as sa
-from crate.client.sqlalchemy.support import insert_bulk
+from sqlalchemy_cratedb.support import insert_bulk
 
 ddf.to_sql(
     "testdrive",
diff --git a/by-dataframe/dask/insert_dask.py b/by-dataframe/dask/insert_dask.py
index 435c6441..37fdd409 100644
--- a/by-dataframe/dask/insert_dask.py
+++ b/by-dataframe/dask/insert_dask.py
@@ -8,7 +8,7 @@
 =====
 ::
 
-    pip install --upgrade click colorlog 'crate[sqlalchemy]' pandas
+    pip install --upgrade click colorlog pandas sqlalchemy-cratedb
 
 Synopsis
 ========
@@ -21,11 +21,10 @@
 
 import click
 import dask.dataframe as dd
-import sqlalchemy as sa
-from crate.client.sqlalchemy.support import insert_bulk
 from dask.diagnostics import ProgressBar
 from pueblo.testing.pandas import makeTimeDataFrame
 from pueblo.util.logging import setup_logging
+from sqlalchemy_cratedb.support import insert_bulk
 
 logger = logging.getLogger(__name__)
 
diff --git a/by-dataframe/dask/requirements.txt b/by-dataframe/dask/requirements.txt
index 2ba45c14..1c5f3829 100644
--- a/by-dataframe/dask/requirements.txt
+++ b/by-dataframe/dask/requirements.txt
@@ -1,6 +1,7 @@
 click<9
 colorlog<7
-crate[sqlalchemy]
+crate==1.0.0dev0
 dask[dataframe]>=2024.4.1   # Python 3.11.9 breaks previous Dask
 distributed>=2024.4.1       # Python 3.11.9 breaks previous Dask
 pueblo>=0.0.7
+sqlalchemy-cratedb>=0.36,<1
diff --git a/by-dataframe/pandas/README.md b/by-dataframe/pandas/README.md
index 4af2cb3e..6747af5d 100644
--- a/by-dataframe/pandas/README.md
+++ b/by-dataframe/pandas/README.md
@@ -22,7 +22,7 @@ database table in a single operation. It can be used like this:
 # DBURI = "crate://crate@localhost:4200/"
 
 import sqlalchemy as sa
-from crate.client.sqlalchemy.support import insert_bulk
+from sqlalchemy_cratedb.support import insert_bulk
 
 engine = sa.create_engine(DBURI, **kwargs)
 df.to_sql(
diff --git a/by-dataframe/pandas/insert_pandas.py b/by-dataframe/pandas/insert_pandas.py
index 0f6d065f..4043e584 100644
--- a/by-dataframe/pandas/insert_pandas.py
+++ b/by-dataframe/pandas/insert_pandas.py
@@ -16,7 +16,7 @@
 =====
 ::
 
-    pip install --upgrade click colorlog 'crate[sqlalchemy]' pandas
+    pip install --upgrade click colorlog pandas sqlalchemy-cratedb
 
 
 Synopsis
@@ -50,9 +50,9 @@
 
 import click
 import sqlalchemy as sa
-from crate.client.sqlalchemy.support import insert_bulk
 from pueblo.testing.pandas import makeTimeDataFrame
 from pueblo.util.logging import setup_logging
+from sqlalchemy_cratedb.support import insert_bulk
 
 logger = logging.getLogger(__name__)
 
diff --git a/by-dataframe/pandas/requirements.txt b/by-dataframe/pandas/requirements.txt
index ce7ae709..f917a002 100644
--- a/by-dataframe/pandas/requirements.txt
+++ b/by-dataframe/pandas/requirements.txt
@@ -1,5 +1,6 @@
 click<9
 colorlog<7
-crate[sqlalchemy]
+crate==1.0.0dev0
 pandas<2.3
 pueblo>=0.0.7
+sqlalchemy-cratedb>=0.36,<1
diff --git a/by-dataframe/polars/read_sqlalchemy.py b/by-dataframe/polars/read_sqlalchemy.py
index ee669093..2cca0636 100644
--- a/by-dataframe/polars/read_sqlalchemy.py
+++ b/by-dataframe/polars/read_sqlalchemy.py
@@ -2,7 +2,7 @@
 Install the dependencies with:
 
 ```
-$ pip install crate[sqlalchemy] polars
+$ pip install polars sqlalchemy-cratedb
 ```
 """
 
diff --git a/by-dataframe/polars/write_sqlalchemy.py b/by-dataframe/polars/write_sqlalchemy.py
index c0695edd..32782df1 100644
--- a/by-dataframe/polars/write_sqlalchemy.py
+++ b/by-dataframe/polars/write_sqlalchemy.py
@@ -3,7 +3,7 @@
 
 Install the dependencies with to run this script:
 
-`$ pip install polars pandas crate[sqlalchemy] pyarrow`
+`$ pip install polars pandas pyarrow sqlalchemy-cratedb`
 """
 
 import polars
diff --git a/by-language/python-sqlalchemy/insert_efficient.py b/by-language/python-sqlalchemy/insert_efficient.py
index 33c9cff3..7d15e8c8 100644
--- a/by-language/python-sqlalchemy/insert_efficient.py
+++ b/by-language/python-sqlalchemy/insert_efficient.py
@@ -14,7 +14,7 @@
 =====
 ::
 
-    pip install --upgrade 'crate[sqlalchemy]'
+    pip install --upgrade sqlalchemy-cratedb
 
 
 Synopsis
diff --git a/topic/machine-learning/automl/requirements-dev.txt b/topic/machine-learning/automl/requirements-dev.txt
index 50eab735..1f612175 100644
--- a/topic/machine-learning/automl/requirements-dev.txt
+++ b/topic/machine-learning/automl/requirements-dev.txt
@@ -1,9 +1,9 @@
 # Real.
-cratedb-toolkit[io]
+cratedb-toolkit[io]>=0.0.13,<0.1
 pueblo[notebook,testing]>=0.0.7
 
 # Development.
-# cratedb-toolkit[io] @ git+https://github.com/crate-workbench/cratedb-toolkit.git@7f3a493
+# cratedb-toolkit[io] @ git+https://github.com/crate-workbench/cratedb-toolkit.git@sqlalchemy-nt
 # pueblo[notebook,testing] @ git+https://github.com/pyveci/pueblo.git@main
 
 # Workstation.
diff --git a/topic/machine-learning/automl/requirements.txt b/topic/machine-learning/automl/requirements.txt
index 0379f5df..c9f3fadd 100644
--- a/topic/machine-learning/automl/requirements.txt
+++ b/topic/machine-learning/automl/requirements.txt
@@ -1,11 +1,13 @@
 # Real.
-crate[sqlalchemy]
-mlflow-cratedb==2.11.3
+crate==1.0.0dev0
+cratedb-toolkit>=0.0.13,<0.1
+mlflow-cratedb==2.13.2
 plotly<5.23
 pycaret[models,parallel,test]==3.3.2
 pydantic<2
 python-dotenv<2
 sqlalchemy==2.*
+sqlalchemy-cratedb>=0.36,<1
 
 # Development.
-# mlflow-cratedb @ git+https://github.com/crate-workbench/mlflow-cratedb.git@main
+# mlflow-cratedb @ git+https://github.com/crate-workbench/mlflow-cratedb.git@sqlalchemy-cratedb
diff --git a/topic/machine-learning/llm-langchain/requirements.txt b/topic/machine-learning/llm-langchain/requirements.txt
index 0d1a8ab9..7513de83 100644
--- a/topic/machine-learning/llm-langchain/requirements.txt
+++ b/topic/machine-learning/llm-langchain/requirements.txt
@@ -1,7 +1,8 @@
 # Real.
 crash
-crate[sqlalchemy]==0.35.2
-cratedb-toolkit==0.0.12
+crate==1.0.0dev0
+cratedb-toolkit>=0.0.13,<0.1
+sqlalchemy-cratedb>=0.36,<1
 
 # langchain[cratedb,openai]==0.0.354
 # langchain-community==0.0.8
diff --git a/topic/machine-learning/mlops-mlflow/requirements-dev.txt b/topic/machine-learning/mlops-mlflow/requirements-dev.txt
index a5825f18..b3bf3bdf 100644
--- a/topic/machine-learning/mlops-mlflow/requirements-dev.txt
+++ b/topic/machine-learning/mlops-mlflow/requirements-dev.txt
@@ -1,9 +1,9 @@
 # Real.
-cratedb-toolkit[io]
+cratedb-toolkit[io]>=0.0.13,<0.1
 pueblo[notebook,testing]>=0.0.7
 
 # Development.
-# cratedb-toolkit[io] @ git+https://github.com/crate-workbench/cratedb-toolkit.git@7f3a493
+# cratedb-toolkit[io] @ git+https://github.com/crate-workbench/cratedb-toolkit.git@sqlalchemy-nt
 # pueblo[notebook,testing] @ git+https://github.com/pyveci/pueblo.git@main
 
 # Workstation.
diff --git a/topic/machine-learning/mlops-mlflow/requirements.txt b/topic/machine-learning/mlops-mlflow/requirements.txt
index 9373cba4..da1861ff 100644
--- a/topic/machine-learning/mlops-mlflow/requirements.txt
+++ b/topic/machine-learning/mlops-mlflow/requirements.txt
@@ -1,10 +1,10 @@
 # Real.
 dask>=2024.4.1  # Python 3.11.9 breaks previous Dask
 distributed>=2024.4.1  # Python 3.11.9 breaks previous Dask
-mlflow-cratedb==2.11.3
+mlflow-cratedb==2.13.2
 pydantic<3
 salesforce-merlion>=2,<3
 sqlalchemy==2.*
 
 # Development.
-# mlflow-cratedb @ git+https://github.com/crate-workbench/mlflow-cratedb.git@main
+# mlflow-cratedb @ git+https://github.com/crate-workbench/mlflow-cratedb.git@sqlalchemy-cratedb
diff --git a/topic/timeseries/dask-weather-data-import.ipynb b/topic/timeseries/dask-weather-data-import.ipynb
index b7951ac1..2b3b710c 100644
--- a/topic/timeseries/dask-weather-data-import.ipynb
+++ b/topic/timeseries/dask-weather-data-import.ipynb
@@ -66,7 +66,7 @@
    },
    "outputs": [],
    "source": [
-    "!pip install dask 'pandas==2.0.0' 'crate[sqlalchemy]' 'cratedb-toolkit==0.0.10' 'pueblo>=0.0.7' kaggle"
+    "!pip install 'cratedb-toolkit' 'dask' 'kaggle' 'pandas==2.0.*' 'pueblo>=0.0.7' 'sqlalchemy-cratedb'"
    ]
   },
   {
@@ -531,7 +531,7 @@
    "source": [
     "import os\n",
     "import sqlalchemy as sa\n",
-    "from crate.client.sqlalchemy.support import insert_bulk\n",
+    "from sqlalchemy_cratedb.support import insert_bulk\n",
     "\n",
     "# Define database address when using CrateDB Cloud.\n",
     "# Please find these settings on your cluster overview page.\n",
diff --git a/topic/timeseries/requirements.txt b/topic/timeseries/requirements.txt
index 1ea38dfa..94be0996 100644
--- a/topic/timeseries/requirements.txt
+++ b/topic/timeseries/requirements.txt
@@ -1,7 +1,8 @@
-crate[sqlalchemy]==0.35.2
-cratedb-toolkit[datasets]==0.0.12
+crate==1.0.0dev0
+cratedb-toolkit[datasets]==0.0.13
 refinitiv-data<1.7
 pandas<2
 pycaret==3.3.2
 pydantic<2
 sqlalchemy<2
+sqlalchemy-cratedb>=0.36,<1
diff --git a/topic/timeseries/timeseries-queries-and-visualization.ipynb b/topic/timeseries/timeseries-queries-and-visualization.ipynb
index ca9f1ed0..ba0dd219 100644
--- a/topic/timeseries/timeseries-queries-and-visualization.ipynb
+++ b/topic/timeseries/timeseries-queries-and-visualization.ipynb
@@ -67,7 +67,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "#!pip install 'crate[sqlalchemy]' 'pandas>=2' plotly kaleido"
+    "#!pip install kaleido 'pandas>=2' plotly sqlalchemy-cratedb"
    ]
   },
   {