diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 64a2cb20..b8689978 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -23,9 +23,8 @@ on:
   workflow_dispatch:
 
 env:
-  CDSAPI_URL: https://cds.climate.copernicus.eu/api/v2
-  CDSAPI_KEY: 12345:1234567-ab12-34cd-9876-4o4fake90909  # A fake key for testing
-
+  CDSAPI_URL: https://cds-beta.climate.copernicus.eu/api
+  CDSAPI_KEY: 1234567-ab12-34cd-9876-4o4fake90909  # A fake key for testing
 jobs:
   build:
     runs-on: ubuntu-latest
diff --git a/ci3.8.yml b/ci3.8.yml
index 211d36be..ab040765 100644
--- a/ci3.8.yml
+++ b/ci3.8.yml
@@ -5,7 +5,6 @@ channels:
 dependencies:
   - python=3.8.13
   - apache-beam=2.40.0
-  - cdsapi=0.5.1
   - pytest=7.2.0
   - pytest-subtests=0.8.0
   - cfgrib=0.9.10.2
@@ -37,4 +36,5 @@ dependencies:
   - pip:
     - cython==0.29.34
     - earthengine-api==0.1.329
+    - git+https://github.com/dabhicusp/cdsapi-beta-google-weather-tools.git@master#egg=cdsapi # TODO([#474](https://github.com/google/weather-tools/issues/474)): Compatible cdsapi with weather-dl.
     - .[test]
diff --git a/ci3.9.yml b/ci3.9.yml
index 86f0968d..85cb9cd4 100644
--- a/ci3.9.yml
+++ b/ci3.9.yml
@@ -5,7 +5,6 @@ channels:
 dependencies:
   - python=3.9.13
   - apache-beam=2.40.0
-  - cdsapi=0.5.1
   - pytest=7.2.0
   - pytest-subtests=0.8.0
   - cfgrib=0.9.10.2
@@ -37,4 +36,5 @@ dependencies:
   - pip:
     - cython==0.29.34
     - earthengine-api==0.1.329
+    - git+https://github.com/dabhicusp/cdsapi-beta-google-weather-tools.git@master#egg=cdsapi # TODO([#474](https://github.com/google/weather-tools/issues/474)): Compatible cdsapi with weather-dl.
     - .[test]
diff --git a/environment.yml b/environment.yml
index 0b043980..a892cd28 100644
--- a/environment.yml
+++ b/environment.yml
@@ -11,7 +11,6 @@ dependencies:
   - rioxarray=0.13.4
   - gdal=3.5.1
   - pyproj=3.4.0
-  - cdsapi=0.5.1
   - ecmwf-api-client=1.6.3
   - eccodes=2.27.0
   - cfgrib=0.9.10.2
@@ -30,6 +29,7 @@ dependencies:
     - cython==0.29.34
     - earthengine-api==0.1.329
     - firebase-admin==6.0.1
+    - git+https://github.com/dabhicusp/cdsapi-beta-google-weather-tools.git@master#egg=cdsapi # TODO([#474](https://github.com/google/weather-tools/issues/474)): Compatible cdsapi with weather-dl.
     - .
     - ./weather_dl
     - ./weather_mv
diff --git a/setup.py b/setup.py
index 233e5193..64324a70 100644
--- a/setup.py
+++ b/setup.py
@@ -32,7 +32,6 @@
 ]
 
 weather_dl_requirements = [
-    "cdsapi",
     "ecmwf-api-client",
     "numpy>=1.19.1",
     "pandas",
@@ -118,6 +117,8 @@
     ],
     python_requires='>=3.8, <3.10',
     install_requires=['apache-beam[gcp]==2.40.0', 'gcsfs==2022.11.0'],
+    dependency_links=['https://github.com/dabhicusp/cdsapi-beta-google-weather-tools.git@master#egg=cdsapi'],  # TODO([
+        #474](https://github.com/google/weather-tools/issues/474)): Compatible cdsapi with weather-dl.
     use_scm_version=True,
     setup_requires=['setuptools_scm'],
     scripts=['weather_dl/weather-dl', 'weather_mv/weather-mv', 'weather_sp/weather-sp'],
diff --git a/weather_dl/download_pipeline/clients.py b/weather_dl/download_pipeline/clients.py
index cb551880..099674b4 100644
--- a/weather_dl/download_pipeline/clients.py
+++ b/weather_dl/download_pipeline/clients.py
@@ -27,6 +27,7 @@
 from urllib.parse import urljoin
 
 from cdsapi import api as cds_api
+from cads_api_client import legacy_api_client
 import urllib3
 from ecmwfapi import api
 
@@ -73,7 +74,7 @@ def license_url(self):
         pass
 
 
-class SplitCDSRequest(cds_api.Client):
+class SplitCDSRequest(legacy_api_client.LegacyApiClient):
     """Extended CDS class that separates fetch and download stage."""
     @retry_with_exponential_backoff
     def _download(self, url, path: str, size: int) -> None:
diff --git a/weather_dl/setup.py b/weather_dl/setup.py
index b96466fd..266f8115 100644
--- a/weather_dl/setup.py
+++ b/weather_dl/setup.py
@@ -32,7 +32,6 @@
 ]
 
 base_requirements = [
-    "cdsapi==0.5.1",
     "ecmwf-api-client==1.6.3",
     "numpy>=1.19.1",
     "pandas==1.5.1",
@@ -48,10 +47,12 @@
 setup(
     name='download_pipeline',
     packages=find_packages(),
-    version='0.1.20',
+    version='0.1.21',
     author='Anthromets',
     author_email='anthromets-ecmwf@google.com',
     url='https://weather-tools.readthedocs.io/en/latest/weather_dl/',
     description='A tool to download weather data.',
     install_requires=beam_gcp_requirements + base_requirements,
+    dependency_links=['https://github.com/dabhicusp/cdsapi-beta-google-weather-tools.git@master#egg=cdsapi'],  # TODO([
+        #474](https://github.com/google/weather-tools/issues/474)): Compatible cdsapi with weather-dl.
 )
diff --git a/weather_dl_v2/license_deployment/clients.py b/weather_dl_v2/license_deployment/clients.py
index 331888ea..776ac874 100644
--- a/weather_dl_v2/license_deployment/clients.py
+++ b/weather_dl_v2/license_deployment/clients.py
@@ -28,6 +28,7 @@
 from urllib.parse import urljoin
 
 from cdsapi import api as cds_api
+from cads_api_client import legacy_api_client
 import urllib3
 from ecmwfapi import api
 
@@ -75,7 +76,7 @@ def license_url(self):
         pass
 
 
-class SplitCDSRequest(cds_api.Client):
+class SplitCDSRequest(legacy_api_client.LegacyApiClient):
     """Extended CDS class that separates fetch and download stage."""
 
     @retry_with_exponential_backoff
diff --git a/weather_dl_v2/license_deployment/environment.yml b/weather_dl_v2/license_deployment/environment.yml
index 683cbf90..0c22d69e 100644
--- a/weather_dl_v2/license_deployment/environment.yml
+++ b/weather_dl_v2/license_deployment/environment.yml
@@ -4,7 +4,6 @@ channels:
 dependencies:
   - python=3.10
   - geojson
-  - cdsapi=0.5.1
   - ecmwf-api-client=1.6.3
   - pip=22.3
   - pip:
@@ -16,3 +15,4 @@ dependencies:
     - xarray
     - apache-beam[gcp]
     - firebase-admin
+    - git+https://github.com/dabhicusp/cdsapi-beta-google-weather-tools.git@master#egg=cdsapi # TODO([#474](https://github.com/google/weather-tools/issues/474)): Compatible cdsapi with weather-dl.