LibreChat update now gives invalid data structure to Azure Inception Jais (via LiteLLM). #8497

gmerritt · 2025-07-16T18:03:05Z

gmerritt
Jul 16, 2025

What happened?

We have been using the Inception Jais model (specializes in Arabic) from Azure, via LiteLLM.

https://azuremarketplace.microsoft.com/en/marketplace/apps/core42.core42-jais30b-v3-chat-offer

An update to LibreChat breaks all chat completions to this endpoint, with a 500 error coming from Azure Foundry.

The salient change(s) in LibreChat happened...

After b412455
Before 1060ae8

This is our LiteLLM configuration for Jais:

  - model_name: "[Inception] جبل جس (Jais 30B Chat)"
    litellm_params:
      model: azure/jais-30b-chat
      api_base: https://-----.openai.azure.com/
      api_version: "2023-12-01-preview"
    model_info:
      max_tokens: 7500
      max_input_tokens: 7500

This is from our librechat.yaml for Jais:

    - name: "Inception"
      apiKey: "-----"
      baseURL: "https://litellm.river.berkeley.edu"
      iconURL: "https://-----/jais.png"
      models:
        default: ["[Inception] جبل جس (Jais 30B Chat)"]
        fetch: false
      maxContextTokens: 8000
      titleConvo: true
      titleModel: "gpt-3.5-turbo"
      summarize: true
      summaryModel: "gpt-3.5-turbo"
      forcePrompt: false
      modelDisplayLabel: "Inception"

This is the full log of the 500 error from Azure cloud logs:

{
   "callerIpAddress":"34.214.132.***",
   "category":"RequestResponse",
   "correlationId":"f233bcb8-28c6-4458-995f-2bf5dda21e07",
   "durationMs":808,
   "event":"ShoeboxCallResult",
   "location":"westus",
   "operationName":"ChatCompletions_Create",
   "properties":"{\"apiName\":\"Azure OpenAI API version 2023-12-01-preview\",\"requestTime\":638882830531613810,\"requestLength\":146,\"responseTime\":638882830539701654,\"responseLength\":0,\"objectId\":\"\",\"streamType\":\"Streaming\",\"modelDeploymentName\":\"jais-30b-chat\",\"modelName\":\"jais-30b-chat\",\"modelVersion\":\"3\"}",
   "resourceId":"/SUBSCRIPTIONS/-----/RESOURCEGROUPS/WESTUS-EXCEPTION-RESOURCES/PROVIDERS/MICROSOFT.COGNITIVESERVICES/ACCOUNTS/WESTUSFOUNDRYL6939018995",
   "resultSignature":"500",
   "time":"2025-07-16T17:17:34.6780000Z",
   "Tenant":"westus"
}

LiteLLM reports this (ouch!)...I think that the core piece is TypeError: unhashable type: 'dict', related to detect_language(msg["content"])?

Here is the full message received from Azure by LiteLLM:

litellm.APIError: AzureException APIError - An error occurred during the request processing: unhashable type: 'dict' | Type: TypeError |   + Exception Group Traceback (most recent call last):
||     |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/_utils.py", line 87, in collapse_excgroups
||     |     yield
||     |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py", line 190, in __call__
||     |     async with anyio.create_task_group() as task_group:
||     |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/anyio/_backends/_asyncio.py", line 680, in __aexit__
||     |     raise BaseExceptionGroup(
||     | ExceptionGroup: unhandled errors in a TaskGroup (1 sub-exception)
||     +-+---------------- 1 ----------------
||       | Traceback (most recent call last):
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/errors.py", line 164, in __call__
||       |     await self.app(scope, receive, _send)
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py", line 189, in __call__
||       |     with collapse_excgroups():
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/contextlib.py", line 158, in __exit__
||       |     self.gen.throw(typ, value, traceback)
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/_utils.py", line 93, in collapse_excgroups
||       |     raise exc
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py", line 191, in __call__
||       |     response = await self.dispatch_func(request, call_next)
||       |                ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/billingproxy/main.py", line 341, in dispatch
||       |     response = await call_next(request)
||       |                ^^^^^^^^^^^^^^^^^^^^^^^^
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py", line 165, in call_next
||       |     raise app_exc
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py", line 151, in coro
||       |     await self.app(scope, receive_or_disconnect, send_no_error)
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py", line 189, in __call__
||       |     with collapse_excgroups():
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/contextlib.py", line 158, in __exit__
||       |     self.gen.throw(typ, value, traceback)
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/_utils.py", line 93, in collapse_excgroups
||       |     raise exc
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py", line 191, in __call__
||       |     response = await self.dispatch_func(request, call_next)
||       |                ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/billingproxy/main.py", line 317, in dispatch
||       |     response = await call_next(request)
||       |                ^^^^^^^^^^^^^^^^^^^^^^^^
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py", line 165, in call_next
||       |     raise app_exc
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py", line 151, in coro
||       |     await self.app(scope, receive_or_disconnect, send_no_error)
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/cors.py", line 85, in __call__
||       |     await self.app(scope, receive, send)
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/exceptions.py", line 65, in __call__
||       |     await wrap_app_handling_exceptions(self.app, conn)(scope, receive, send)
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/_exception_handler.py", line 64, in wrapped_app
||       |     raise exc
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app
||       |     await app(scope, receive, sender)
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/routing.py", line 756, in __call__
||       |     await self.middleware_stack(scope, receive, send)
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/routing.py", line 776, in app
||       |     await route.handle(scope, receive, send)
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/routing.py", line 297, in handle
||       |     await self.app(scope, receive, send)
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/routing.py", line 77, in app
||       |     await wrap_app_handling_exceptions(app, request)(scope, receive, send)
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/_exception_handler.py", line 64, in wrapped_app
||       |     raise exc
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app
||       |     await app(scope, receive, sender)
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/routing.py", line 72, in app
||       |     response = await func(request)
||       |                ^^^^^^^^^^^^^^^^^^^
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/fastapi/routing.py", line 278, in app
||       |     raw_response = await run_endpoint_function(
||       |                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/fastapi/routing.py", line 191, in run_endpoint_function
||       |     return await dependant.call(**values)
||       |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/billingproxy/apis/vllm/chat.py", line 170, in chat
||       |     json=request.to_downstream_json(logger),
||       |          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/billingproxy/apis/jais/protocol.py", line 48, in to_downstream_json
||       |     language_detected = detect_language(msg["content"])
||       |                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
||       |   File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/billingproxy/apis/jais/protocol.py", line 17, in detect_language
||       |     wset = set(word)
||       |            ^^^^^^^^^
||       | TypeError: unhashable type: 'dict'
||       +------------------------------------
||   
||   During handling of the above exception, another exception occurred:
||   
||   Traceback (most recent call last):
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/errors.py", line 164, in __call__
||       await self.app(scope, receive, _send)
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py", line 189, in __call__
||       with collapse_excgroups():
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/contextlib.py", line 158, in __exit__
||       self.gen.throw(typ, value, traceback)
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/_utils.py", line 93, in collapse_excgroups
||       raise exc
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py", line 191, in __call__
||       response = await self.dispatch_func(request, call_next)
||                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/billingproxy/main.py", line 341, in dispatch
||       response = await call_next(request)
||                  ^^^^^^^^^^^^^^^^^^^^^^^^
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py", line 165, in call_next
||       raise app_exc
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py", line 151, in coro
||       await self.app(scope, receive_or_disconnect, send_no_error)
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py", line 189, in __call__
||       with collapse_excgroups():
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/contextlib.py", line 158, in __exit__
||       self.gen.throw(typ, value, traceback)
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/_utils.py", line 93, in collapse_excgroups
||       raise exc
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py", line 191, in __call__
||       response = await self.dispatch_func(request, call_next)
||                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/billingproxy/main.py", line 317, in dispatch
||       response = await call_next(request)
||                  ^^^^^^^^^^^^^^^^^^^^^^^^
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py", line 165, in call_next
||       raise app_exc
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py", line 151, in coro
||       await self.app(scope, receive_or_disconnect, send_no_error)
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/cors.py", line 85, in __call__
||       await self.app(scope, receive, send)
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/exceptions.py", line 65, in __call__
||       await wrap_app_handling_exceptions(self.app, conn)(scope, receive, send)
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/_exception_handler.py", line 64, in wrapped_app
||       raise exc
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app
||       await app(scope, receive, sender)
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/routing.py", line 756, in __call__
||       await self.middleware_stack(scope, receive, send)
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/routing.py", line 776, in app
||       await route.handle(scope, receive, send)
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/routing.py", line 297, in handle
||       await self.app(scope, receive, send)
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/routing.py", line 77, in app
||       await wrap_app_handling_exceptions(app, request)(scope, receive, send)
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/_exception_handler.py", line 64, in wrapped_app
||       raise exc
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app
||       await app(scope, receive, sender)
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/routing.py", line 72, in app
||       response = await func(request)
||                  ^^^^^^^^^^^^^^^^^^^
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/fastapi/routing.py", line 278, in app
||       raw_response = await run_endpoint_function(
||                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/fastapi/routing.py", line 191, in run_endpoint_function
||       return await dependant.call(**values)
||              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/billingproxy/apis/vllm/chat.py", line 170, in chat
||       json=request.to_downstream_json(logger),
||            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/billingproxy/apis/jais/protocol.py", line 48, in to_downstream_json
||       language_detected = detect_language(msg["content"])
||                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
||     File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/billingproxy/apis/jais/protocol.py", line 17, in detect_language
||       wset = set(word)
||              ^^^^^^^^^
||   TypeError: unhashable type: 'dict'
||   . Received Model Group=[Inception] جبل جس (Jais 30B Chat)
Available Model Group Fallbacks=None LiteLLM Retried: 1 times, LiteLLM Max Retries: 2

LibreChat UI reports initial text, truncated:

Something went wrong. Here's the specific error message we encountered: An error occurred while processing the request: litellm.APIError: AzureException APIError - An error occurred during the request processing: unhashable type: 'dict' | Type: TypeError | + Exception Group Traceback (most recent call last):|| | File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/_utils.py", line 87, in collapse_excgroups|| | yield|| | File "/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py", line 19...

Version Information

Erroring change to LibreChat occurred...

After b412455
Before 1060ae8

Steps to Reproduce

configure litellm & librechat as quoted in What happened? above
Attempt an ordinary chat completion with the Jais model

What browsers are you seeing the problem on?

Chrome

Relevant log output

{
   "code":"500",
   "error":{
      "code":"500",
      "message":"litellm.APIError: AzureException APIError - An error occurred during the request processing: unhashable type: 'dict' | Type: TypeError | + Exception Group Traceback (most recent call last):|| | File \"/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/_utils.py\", line 87, in collapse_excgroups|| | yield|| | File \"/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py\", line 190, in __call__|| | async with anyio.create_task_group() as task_group:|| | File \"/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/anyio/_backends/_asyncio.py\", line 680, in __aexit__|| | raise BaseExceptionGroup(|| | ExceptionGroup: unhandled errors in a TaskGroup (1 sub-exception)|| +-+---------------- 1 ----------------|| | Traceback (most recent call last):|| | File \"/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/errors.py\", line 164, in __c...",
      "param":null,
      "type":null
   },
   "headers":{
      
   },
   "level":"error",
   "message":"[api/server/controllers/agents/client.js #sendCompletion] Operation aborted litellm.APIError: AzureException APIError - An error occurred during the request processing: unhashable type: 'dict' | Type: TypeError | + Exception Group Traceback (most recent call last):|| | File \"/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/_utils.py\", line 87, in collapse_excgroups|| | yield|| | File \"/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py\", line 190, in __call__|| | async with anyio.create_task_group() as task_group:|| | File \"/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/anyio/_backends/_asyncio.py\", line 680, in __aexit__|| | raise BaseExceptionGroup(|| | ExceptionGroup: unhandled errors in a TaskGroup (1 sub-exception)|| +-+---------------- 1 ----------------|| | Traceback (most recent call last):|| | File \"/opt/microsoft-maas/miniconda/envs/proxy/li...",
   "param":null,
   "pregelTaskId":"a08bc5e4-7780-5703-a13c-03706f27c206",
   "requestID":null,
   "stack":"Error: litellm.APIError: AzureException APIError - An error occurred during the request processing: unhashable type: 'dict' | Type: TypeError | + Exception Group Traceback (most recent call last):|| | File \"/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/_utils.py\", line 87, in collapse_excgroups|| | yield|| | File \"/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/base.py\", line 190, in __call__|| | async with anyio.create_task_group() as task_group:|| | File \"/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/anyio/_backends/_asyncio.py\", line 680, in __aexit__|| | raise BaseExceptionGroup(|| | ExceptionGroup: unhandled errors in a TaskGroup (1 sub-exception)|| +-+---------------- 1 ----------------|| | Traceback (most recent call last):|| | File \"/opt/microsoft-maas/miniconda/envs/proxy/lib/python3.11/site-packages/starlette/middleware/errors.py\", line 164,...",
   "timestamp":"2025-07-16T17:17:34.745Z",
   "type":null
}

Screenshots

No response

Code of Conduct

I agree to follow this project's Code of Conduct

gmerritt · 2025-07-16T19:55:04Z

gmerritt
Jul 16, 2025
Author

I can swap back and forth between pre-June 16th versions of LibreChat where it works 100% of the time, and current versions of LibreChat break this 100% of the time.

0 replies

danny-avila · 2025-07-16T20:06:06Z

danny-avila
Jul 16, 2025
Maintainer

I just tried jais-30b-chat and the issue is that Azure throws an error if the content blocks in the payload are not strings vs. new OpenAI format of objects for "human" messages.

You can reproduce 100% of the time before/after because the underlying framework changed, which is using the new format by default.

Simply changing the behavior "fixes" it, we may need to make this the default for azure serverless (non-OpenAI) and custom endpoints.

3 replies

gmerritt Jul 16, 2025
Author

Thanks Danny -- is "simply changing the behavior" something I can change on the configuration end? Or is it baked into the current LibreChat code?

danny-avila Jul 16, 2025
Maintainer

It's a simple fix, I will merge it by the end of the day

gmerritt Jul 16, 2025
Author

Wow! Thank you!

danny-avila · 2025-07-16T22:47:11Z

danny-avila
Jul 16, 2025
Maintainer

Closed by #8502

0 replies

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LibreChat update now gives invalid data structure to Azure Inception Jais (via LiteLLM). #8497

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What happened?

Version Information

Steps to Reproduce

What browsers are you seeing the problem on?

Relevant log output

Screenshots

Code of Conduct

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