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openrouter json_schema is not enforced, llm doesn't know about the schema
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上游 issue 正文
### Checked other resources
- [x] This is a bug, not a usage question.
- [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] This is not related to the langchain-community package.
- [x] I posted a self-contained, minimal, reproducible example. A maintainer can copy it and run it AS IS.
### Package (Required)
- [ ] langchain
- [ ] langchain-openai
- [ ] langchain-anthropic
- [ ] langchain-classic
- [ ] langchain-core
- [ ] langchain-model-profiles
- [ ] langchain-tests
- [ ] langchain-text-splitters
- [ ] langchain-chroma
- [ ] langchain-deepseek
- [ ] langchain-exa
- [ ] langchain-fireworks
- [ ] langchain-groq
- [ ] langchain-huggingface
- [ ] langchain-mistralai
- [ ] langchain-nomic
- [ ] langchain-ollama
- [x] langchain-openrouter
- [ ] langchain-perplexity
- [ ] langchain-qdrant
- [ ] langchain-xai
- [ ] Other / not sure / general
### Related Issues / PRs
_No response_
### Reproduction Steps / Example Code (Python)
```python
import os
from langchain_openrouter import ChatOpenRouter
from pydantic import BaseModel, ConfigDict, Field
os.environ["OPENROUTER_API_KEY"] = "x"
schema = {
"title": "ProductInfo",
"description": "Structured product data extracted from user text",
"type": "object",
"properties": {
"name": {
"type": "string",
"description": "Product name"
},
"price_pln": {
"type": "number",
"description": "Price in PLN"
},
"color": {
"type": "string",
"description": "Product color"
},
"volume_ml": {
"type": "integer",
"description": "Volume in milliliters"
},
"dishwasher_safe": {
…
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