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langchain-openrouter: ToolMessage content blocks (e.g. images) are sent to the API unconverted, failing client-side with ValidationError
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### Submission checklist
- [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
https://github.com/langchain-ai/langchain/issues/34328
https://github.com/langchain-ai/langchain/issues/31950
### Reproduction Steps / Example Code (Python)
```python
ChatOpenRouter converts standard LangChain content blocks only for user messages. A tool result containing a standard image content block — exactly what file-reading tools (e.g. deepagents' read_file) return for a PNG — is forwarded to the OpenRouter API unconverted, and the openrouter SDK rejects it client-side before any request is sent.
The script runs fully offline — no valid API key needed, because the failure happens during request validation. The text-only tool result (control) passes validation and reaches the network (it fails there with 401 because of the dummy key); the image tool result never gets that far.
import base64
from langchain_core.message…
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