### Privileged issue - [x] I am a LangChain maintainer, or was asked directly by a LangChain maintainer to create an issue here. ### Issue Content Google's OpenAI compatibility supports reasoning effort with different values that we set them for. Low = 1k Medium = 8k See https://ai.google.dev/gemini-api/docs/openai#thinking @jacoblee93 - Please assign to me