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chore: Update Vertex AI Model Garden LiteLLM integration tutorial (#12428)
* Update Vertex Model Garden documentation to deploy + use OpenAI Chat Completion tutorial. * update anchor description * update to LiteLLM specific tutorial * update the right doc * Reverted docs/my-website/docs/providers/vertex.md to match main * revert to main vertex tutorial
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@ -579,7 +579,7 @@ All OpenAI compatible models from Vertex Model Garden are supported.
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| Property | Details |
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|----------|---------|
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| Provider Route | `vertex_ai/openai/{MODEL_ID}` |
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| Vertex Documentation | [SDK for Deploy & OpenAI Chat Completions](https://github.com/GoogleCloudPlatform/generative-ai/blob/main/open-models/get_started_with_model_garden_sdk.ipynb), [Vertex Model Garden](https://cloud.google.com/model-garden?hl=en) |
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| Vertex Documentation | [Model Garden LiteLLM Inference](https://github.com/GoogleCloudPlatform/generative-ai/blob/main/open-models/use-cases/model_garden_litellm_inference.ipynb), [Vertex Model Garden](https://cloud.google.com/model-garden?hl=en) |
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| Supported Operations | `/chat/completions`, `/embeddings` |
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