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Perplexity Reasoning model with `structuredOutput` causes `JsonOutputParser` error
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上游 issue 正文
### Checked other resources
- [x] This is a bug, not a usage question. For questions, please use the LangChain Forum (https://forum.langchain.com/).
- [x] I added a clear and descriptive title that summarizes this issue.
- [x] I used the GitHub search to find a similar question and didn't find it.
- [x] I am sure that this is a bug in LangChain rather than my code.
- [x] The bug is not resolved by updating to the latest stable version of LangChain (or the specific integration package).
- [x] I read what a minimal reproducible example is (https://stackoverflow.com/help/minimal-reproducible-example).
- [x] I posted a self-contained, minimal, reproducible example. A maintainer can copy it and run it AS IS.
### Example Code
``` python
from langchain.chat_models import init_chat_model
from langchain_core.prompts import ChatPromptTemplate
from pydantic import BaseModel, Field
class Answer(BaseModel):
number: int = Field(...)
llm = init_chat_model("sonar-reasoning-pro", model_provider="perplexity", api_key="your-key")
prompt = ChatPromptTemplate.from_template("Question: {question}")
chain = prompt | llm.with_structured_output(Answer)
result = chain.invoke({"question": "Test question"})
```
### Error Message and Stack Trace (if applicable)
The structured output does not get parsed correctly, because the perplexity API includes the reasoning process in the output, i.e.: `Invalid json output: <think>[...]</think>{ "number": 2 }`
### Description
I'm using langchain to get structured output from perplexity reasoning models.
I expect the output to be parsed correctly as it is formatted correctly as per [perplexities API docs](https://docs.perplexity.ai/guides/structured-outputs#structured-outputs-for-reasoning-models).
This issue [has actually been solved](https://github.com/langchain-ai/langchainjs/issues/8378) in the JS package already. So we would only need to port this to the python side, if I understand correctly.
### System Info
```
aiohappyeyeballs==2.6.1
aiohttp==3.1…
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