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Vertex Gemini: Augment with Predictive ML
Learn to deploy Hugging Face TimesFM via Vertex Model Garden and integrate it with a Vertex Gemini retail catalog agent using function calling.
Learn how to combine Vertex AI based LLM solutions with open source models from Hugging Face.
In this talk, we will show how to augment a Vertex Gemini based Gen AI application with predictive ML from open source models. We will show how to deploy Google’s open source TimesFM forecasting foundation model from Hugging Face via the Vertex Model Garden, and then integrate it with a Generative AI solution such as our Retail Product Catalog agent via Vertex Gemini’s function calling capabilities.
Operationalizes TimesFM time-series forecasting model on Vertex AI, complementing Gemini.
TimesFM: Decoder-only transformer foundation model for zero-shot time-series forecasting.