With a 1M–2M token context window, native multimodal audio/video/PDF understanding, context caching, and the Google Agent Development Kit (ADK), Google Gemini and Vertex AI enable enterprise capabilities that other model families struggle to match at scale.
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Production Gemini & Vertex AI Case Studies
- Multimodal Video Transcription & Slide OCR: Building Multimodal Video Transcription with Gemini Slide Detection & Visual OCR
- Self-Hosted Gemini & Groq Transcription Copilot on Cloud Run: Replacing Expensive Transcription SaaS with Gemini Flash on Cloud Run
- Prompt Caching & Model Routing: Cutting LLM Bills by 90% with Gemini Context Caching & Routing