langgraph/cloud/deployment/cloud/

[giscus[bot]]

langgraph/cloud/deployment/cloud/

Build language agents as graphs

https://langchain-ai.github.io/langgraph/cloud/deployment/cloud/

[marinij]

Hello!
Is there a way to create a new revision by command-line ?
Also, would it be possible to restart a deployment by command-line ?

[andrewnguonly]

Creating a new revision and restarting a deployment by command line are not supported at the moment.

Alternatively, LangGraph Cloud supports the ability to automatically update a deployment (i.e. create a new revision) on push to a branch. This can be configured in the Deployment Settings.

[vermapratyush]

When running langgraph up, I get the following build error
Seems like gcc isn't available in the base image?

#7 16.03 Downloading zipp-3.20.2-py3-none-any.whl (9.2 kB)
#7 16.04 Downloading leb128-1.0.8-py3-none-any.whl (3.8 kB)
#7 16.05 Downloading tzlocal-5.2-py3-none-any.whl (17 kB)
#7 16.06 Downloading zstd-1.5.5.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.8 MB)
#7 16.09    ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.8/1.8 MB 67.2 MB/s eta 0:00:00
#7 16.09 Downloading mypy_extensions-1.0.0-py3-none-any.whl (4.7 kB)
#7 16.34 Building wheels for collected packages: clickhouse-sqlalchemy, ciso8601
#7 16.34   Building wheel for clickhouse-sqlalchemy (setup.py): started
#7 16.90   Building wheel for clickhouse-sqlalchemy (setup.py): finished with status 'done'
#7 16.90   Created wheel for clickhouse-sqlalchemy: filename=clickhouse_sqlalchemy-0.3.2-py3-none-any.whl size=53508 sha256=8fc7e355526c8e4b239d2861e5c1b1863b156265572843b2dc788a7ec1199a0a
#7 16.90   Stored in directory: /tmp/pip-ephem-wheel-cache-mvdwl9ae/wheels/d0/c6/3f/e92747d519bd8e6c779750883f6bd42189d71cd97a8e879c8f
#7 16.90   Building wheel for ciso8601 (pyproject.toml): started
#7 17.16   Building wheel for ciso8601 (pyproject.toml): finished with status 'error'
#7 17.17   error: subprocess-exited-with-error
#7 17.17
#7 17.17   × Building wheel for ciso8601 (pyproject.toml) did not run successfully.
#7 17.17   │ exit code: 1
#7 17.17   ╰─> [19 lines of output]
#7 17.17       /tmp/pip-build-env-m9g8ximl/overlay/lib/python3.11/site-packages/setuptools/_distutils/dist.py:261: UserWarning: Unknown distribution option: 'test_suite'
#7 17.17         warnings.warn(msg)
#7 17.17       /tmp/pip-build-env-m9g8ximl/overlay/lib/python3.11/site-packages/setuptools/_distutils/dist.py:261: UserWarning: Unknown distribution option: 'tests_require'
#7 17.17         warnings.warn(msg)
#7 17.17       running bdist_wheel
#7 17.17       running build
#7 17.17       running build_py
#7 17.17       creating build
#7 17.17       creating build/lib.linux-aarch64-cpython-311
#7 17.17       creating build/lib.linux-aarch64-cpython-311/ciso8601
#7 17.17       copying ciso8601/__init__.pyi -> build/lib.linux-aarch64-cpython-311/ciso8601
#7 17.17       copying ciso8601/py.typed -> build/lib.linux-aarch64-cpython-311/ciso8601
#7 17.17       warning: build_py: byte-compiling is disabled, skipping.
#7 17.17
#7 17.17       running build_ext
#7 17.17       building 'ciso8601' extension
#7 17.17       creating build/temp.linux-aarch64-cpython-311
#7 17.17       gcc -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -fPIC -DCISO8601_VERSION=2.3.1 -DCISO8601_CACHING_ENABLED=1 -I/usr/local/include/python3.11 -c isocalendar.c -o build/temp.linux-aarch64-cpython-311/isocalendar.o
#7 17.17       error: command 'gcc' failed: No such file or directory
#7 17.17       [end of output]
#7 17.17
#7 17.17   note: This error originates from a subprocess, and is likely not a problem with pip.
#7 17.17   ERROR: Failed building wheel for ciso8601
#7 17.17 Successfully built clickhouse-sqlalchemy
#7 17.17 Failed to build ciso8601
#7 17.17 ERROR: Could not build wheels for ciso8601, which is required to install pyproject.toml-based projects
#7 17.25
#7 17.25 [notice] A new release of pip is available: 24.0 -> 24.2
#7 17.25 [notice] To update, run: pip install --upgrade pip
#7 ERROR: process "/bin/sh -c PYTHONDONTWRITEBYTECODE=1 pip install --no-cache-dir -c /api/constraints.txt -r /deps/__outer_inference/inference/requirements.txt" did not complete successfully: exit code: 1
------
 > [langgraph-api 3/7] RUN PYTHONDONTWRITEBYTECODE=1 pip install --no-cache-dir -c /api/constraints.txt -r /deps/__outer_inference/inference/requirements.txt:
17.17       [end of output]
17.17
17.17   note: This error originates from a subprocess, and is likely not a problem with pip.
17.17   ERROR: Failed building wheel for ciso8601
17.17 Successfully built clickhouse-sqlalchemy
17.17 Failed to build ciso8601
17.17 ERROR: Could not build wheels for ciso8601, which is required to install pyproject.toml-based projects
17.25
17.25 [notice] A new release of pip is available: 24.0 -> 24.2
17.25 [notice] To update, run: pip install --upgrade pip
------
time="2024-09-13T23:13:52+01:00" level=warning msg="The \"line\" variable is not set. Defaulting to a blank string."
failed to solve: process "/bin/sh -c PYTHONDONTWRITEBYTECODE=1 pip install --no-cache-dir -c /api/constraints.txt -r /deps/__outer_inference/inference/requirements.txt" did not complete successfully: exit code: 1

[vermapratyush]

Fixed it by adding the following to langgraph.json. Shouldn't this be install in the base image itself.

"dockerfile_lines": [
    "RUN apt-get update && apt-get install -y gcc"
  ],

[suyashkumar2409]

Hey, I am actively using langgraph and langgraph studio to build my AI agents. I would love to see what you are doing for langgraph cloud, and whether it makes my use cases simpler to execute.

What is the procedure for gaining beta access?

[hwchase17]

its currently available for all users with a Plus account

[vbarda]

Hi @suyashkumar2409! We just added more deployment options for LangGraph Platform (formerly LangGraph Cloud), including "Self-hosted Lite" - a limited free version. It is available to anyone with a free (developer) LangSmith account. Please check out the documentation to learn more: https://langchain-ai.github.io/langgraph/concepts/deployment_options/#self-hosted-lite. let me know if you have any questions!

[antoremin]

Seems like "interrupt" button is grayed out on my instance, and there's no delete button altogether. Would love to have a way to stop all current threads/redeploy from the latest commit.

[andrewnguonly]

You can create a new revision to redeploy from the latest commit of the specified branch for your deployment. There's no way to delete an individual revision. If the Interrupt button is grayed out, then the revision is in a terminal state (i.e. it can't be interrupted).

If you want to delete the entire deployment (including all revisions for the deployment), you can delete the deployment from the deployments list view. See Delete Deployment in the documentation.

[alchemistgo87]

I don't see any "New Deployment" button on deployments tab. How can I deploy a github repo?

[andrewnguonly]

After clicking on the Deployments tab in the left-hand navigation, do you see the following screenshot at the top of your screen?

If not, can you share a screenshot of what you see after clicking on the Deployments tab?

[alchemistgo87]

Hi Andrew,
Thanks for the reply!
Sharing the screenshot of what I see on my deployments page:
https://drive.google.com/file/d/1-gLQ4Wsm9B3OXxkVF_7x4axhE0scbhcn/view?usp=sharing

[andrewnguonly]

LangGraph Cloud is only available for paid LangSmith plans (Plus, Premier, Startup Enterprise). Based on your screenshot, it looks like your LangSmith plan is a free Developer plan. The free Developer plan is not able to access LangGraph Cloud. You'll need to upgrade your LangSmith plan to a paid plan in order to access LangGraph Cloud.

[alchemistgo87]

Ok, got it. Thanks for the help!

[achrafmam2]

I am using https://www.pantsbuild.org for building our python binaries. Pants can output a docker image. Is it possible to use a custom docker image for deployment?

[andrewnguonly]

At this moment, LangGraph Cloud does not support deploying from a custom Docker image.

[belmai]

It is possible to connect gitlab repo?

[andrewnguonly]

Currently, it's not possible to connect and deploy from a GitLab repository. As a workaround, you can mirror a GitLab repository to a GitHub repository.

Repository mirroring: https://docs.gitlab.com/ee/user/project/repository/mirror/

[yerx]

Hi, I created a new deployment and added environment variables. I want to add more environment variables to my project, but I can't find a button to update environment variables. Could you point me in the right direction?

[andrewnguonly]

To add/change environment variables, you'll have to create a new revision.

Create new revision: https://langchain-ai.github.io/langgraph/cloud/deployment/cloud/#create-new-revision

[phfifofum]

Trying to deploy to cloud and getting a timeout on the the server starting up. Build passes fine, seems to be a server issue but the logs dont give me any insight....
Revision ID - 02a1678d35-bbf6-4770-8b3d-00ae2800ee3d
Any ideas team?
06/02/2025, 11:19:21 Using auth of type=langsmith
06/02/2025, 11:19:21 Started server process [1]
06/02/2025, 11:19:21 Waiting for application startup.
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 Applied database migration
06/02/2025, 11:19:21 No LANGGRAPH_STORE configuration found, using default configuration
06/02/2025, 11:19:34 Using auth of type=langsmith
06/02/2025, 11:19:34 Started server process [1]
06/02/2025, 11:19:34 Waiting for application startup.
06/02/2025, 11:19:34 No LANGGRAPH_STORE configuration found, using default configuration
06/02/2025, 11:19:51 Using auth of type=langsmith
06/02/2025, 11:19:52 Started server process [1]
06/02/2025, 11:19:52 Waiting for application startup.
06/02/2025, 11:19:52 No LANGGRAPH_STORE configuration found, using default configuration
06/02/2025, 11:20:27 Using auth of type=langsmith
06/02/2025, 11:20:27 Started server process [1]
06/02/2025, 11:20:27 Waiting for application startup.
06/02/2025, 11:20:27 No LANGGRAPH_STORE configuration found, using default configuration
06/02/2025, 11:21:10 Using auth of type=langsmith
06/02/2025, 11:21:10 Started server process [1]
06/02/2025, 11:21:10 Waiting for application startup.
06/02/2025, 11:21:10 No LANGGRAPH_STORE configuration found, using default configuration

[andrewnguonly]

I looked at the deployment. I'm not sure what the issue is, but I think the issue might be a fluke. Can you try creating a new revision for the deployment and see if the issue persists?

[phfifofum]

just replied on slack, i tried it again with fresh deployment and no beuno - 33f980f5-4ff7-4829-af95-6b3e04f04679

Again this works fine locally and in studio