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LangGraph Studio fails to render graph correctly (langgraph-cli throws 'Failed to extract schema' errors) #306
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opened 2026-02-15 18:15:41 -05:00 by yindo
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18 comments
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dependabot/npm_and_yarn/angular-10c8d2db5f
dependabot/npm_and_yarn/langchain-ce65a09253
dependabot/npm_and_yarn/svelte-7618a5540f
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Reference: langchain-ai/langgraphjs#306
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Originally created by @nigel-daniels on GitHub (Jul 12, 2025).
Checked other resources
Example Code
I am working on the following code (it's a JS version of the code in the Ambient Agents course using HITL) I have created a temporary repo here.
Error Message and Stack Trace (if applicable)
Description
First time I ran langgraph-cli I viewed the graph and it looked exactly like the graph I expected to see as shown at end of the Human-in-the-loop exercise for the Ambient Agents course.

Regrettably I did not screen shot it at the time(this is from the course) as I was then using langgraph-cli@0.0.41 and there was a note to upgrade to 0.0.45 on screen. After performing the upgrade I have seen the errors, inconsitent behavior and the graph takes a very long lime to complete loading. In my main repo I tried reverting to the older 0.0.41 version but the errors remained. I tried removing the
.langgraph-apiand restarting but no changes there.I created this new
test-repoand have a clean install of the 0.0.45 version but the errors remain. The first time I ran this up I got a blank graph (after it finally loaded!), I reloaded the page and, after a delay got:At other times I have got a blank graph, or a graph without the
triage_interrupt_handlerpresent. Attempting to run the graph fails with timeouts as well.Given the inconsitent behavior I feel there is more likely a defect here but it could be I missed a step, the documentation and examples for LangGraph Studio (JS) are a bit more sparse.
System Info
Platform : MacOS Sequoia 15.5
Node: v22.15.0
Package Manager: npm 11.4.2
Packages: npm ls
@nigel-daniels commented on GitHub (Jul 12, 2025):
NB: if you uncomment the final
showGraphline in theassistant.tsyou can then just run:This produces a file called
graph.pngin theshareddirectory that shows the graph appears to be correct.@philhradecs commented on GitHub (Jul 17, 2025):
I see the same error after replacing the deprecated Langchain Tavily Community integration with the one from
@langchain/tavily. The error disappears when switching back to the deprecated one or commenting out the Tavily-related nodes altogether.This leads me to think that it has something to do with internal dependency versions.
More context
I started out with the Langgraph JS Full-stack app: https://github.com/langchain-ai/create-agent-chat-app
I use PNPM
Here are my installed dependencies in the
agentsworkspace:In the root
package.jsontheresolutionsfield is set (included in the template)@markussen145 commented on GitHub (Jul 21, 2025):
Same exact error here, no matter if i use tavily tool or just a plain agent in 1 node. Here are my dependencies:
@jeroenslor commented on GitHub (Jul 24, 2025):
Same
@habberrih commented on GitHub (Jul 24, 2025):
I have the same issue
@nigel-daniels commented on GitHub (Jul 25, 2025):
FYI I was not using Tavily, I have a much simpler dependency list:
This is completely blocking my ability to use LangGraph Studio as I cannot inject messages or access the Agent Inbox when it's broken like this :(
@ddewaele commented on GitHub (Jul 25, 2025):
Did some debugging and noticed that depending on what dependencies you have and are using in your agent that it can take a very long time for the
buildGeneratorto complete. (part of the LangGraph API schema parser)The default timeout that langgraph uses is 30 seconds.
On my Macbook Pro M3 Max it took
Definitely some typescript black voodoo magic going on. (debugging the typescript types part is pure hell). Unfortunately I am not familiar enough with the Typescript types logic in LangGraph API or what the Tavily library is doing
But for others experiencing this problem it is possible to set a larger timeout via the
LANGGRAPH_SCHEMA_RESOLVE_TIMEOUT_MSenv varThis is the amount of time in ms that the background workers get to fetch the schema's
You might also want to give your node process some additional memory cause mine errored out with
JS heap out of memorywith the default 2 gig.Update :
Did some additional debugging and its indeed the Tavily typescript files that take a very long time to parse.
The problem is getting worse as the langgraph cli appears to be calling the
/schemasmultiple times, resulting in additional workers that will process the same files@nigel-daniels commented on GitHub (Jul 25, 2025):
I tried this on a MacBook Pro, M3 Max (36Gb) with the following commands:
My graph is not using Tavily, the graph did seem to load after 2-3 mins of waiting I got this:
It looks like it is still struggling to load some items? Any ideas how I resolve the types it is complaining about? It could be these were causing the original fails.
@ddewaele commented on GitHub (Jul 26, 2025):
@nigel-daniels : took a quick look at your repo and the performance issue with the schema parsing seems to be related to the zod version.
(perhaps this is the same issue with the new Tavily dependency, a dependency to an older zod version causing performance issues)
Bumping your dependencies will help speed things up considerably.
Regarding the other issues, that seems to be related to passing your
stateto theStateGraphDidn't have the time to do a deep-dive, and also just switched from python langgraph to langgraphjs but if you do this the errors go away (but might not be what you want ... hopefully it will get you in a right direction).
Some pointers on how to define state can be found here : https://langchain-ai.github.io/langgraphjs/how-tos/define-state/
@ddewaele commented on GitHub (Jul 26, 2025):
@jeroenslor : if you can get tavily to use zod v4 it should work.
I do think that @browserbasehq/stagehand@1.14.0 (a dependency of @langchain/community) requires zod@^3.23.8 so beware of conflicts.
I just quickly tested it with zod v4 and it works with the new tavily from
@langchain/tavily. Starts up in about a second now@ddewaele commented on GitHub (Jul 26, 2025):
@philhradecs : it is related to this zod dependency in @langchain/tavily
https://github.com/langchain-ai/langchainjs/blob/main/libs/langchain-tavily/package.json#L85
Version 4 of zod speed things up considerably.
As soon as you start using the new tavily search in @langchain/tavily it will become very slow.
The older community version of tavily search used by create-agent-chat-app did not use zod and also doesn't get a lot of love (last update 3 months ago)
@nigel-daniels commented on GitHub (Jul 26, 2025):
@ddewaele thanks, updating
zodmade a huge difference, the graph renders correctly in seconds. I agree it looks like I need to dig deeper on thestateand figure out the other defects but that seems unrelated to the original problem as updatingzodhas fixed that. I'll run further tests to ensure it's playing nicely with everything else :)@ddewaele commented on GitHub (Jul 26, 2025):
For the people experiencing this issue with Tavily, be aware that langchainjs has a resolution set to zod
^3.25.32At the time of writing this is currently picking up
3.25.76that is causing this performance issue.If you downgrade to
3.25.67the issue is fixed.You can do this by setting the following overrides in your package.json
@philhradecs commented on GitHub (Jul 26, 2025):
Thank you @nigel-daniels for looking into this and for taking the time to share your findings!
I will keep an eye out for langchain/tavily updates and use the zod override until then.
@AndonMitev commented on GitHub (Aug 6, 2025):
Hey I'm also experiencing the same problem having latest version of zod:
Packages:
Graph:
I'm noticing that the issue only occurs when toolNode is added to the graph. Everything works fine when I use only questionImprovementNode. I'm using the latest version of Zod, so I'm not sure what could be causing this. 🙏
@ddewaele commented on GitHub (Aug 6, 2025):
@AndonMitev because LangChainJS is pinning the version the LangChainJS components (like toolNode) will use the zod 3 version that causes the slowdown.
Fact that you have zod4 in your package.json does not change that.
Zod4 will only be used in your components and dependencies that don't explicitly pin it to a certain version
@saad-horizontal commented on GitHub (Aug 11, 2025):
Same issue, tried overriding zod version to "3.25.67" as well but no luck.
@joofsh commented on GitHub (Oct 1, 2025):
Also experiencing this issue. Not using tavily though if anyone has other ideas