Generative AI for Enterprises: Get started with Generative AI support on Vertex AI
When used effectively, generative AI has the potential to transform the way we work and live - speeding up software development, accelerating content creation and discovery, improving customer experiences, and much more.
But until recently, it’s been difficult for organizations to access generative AI technology for business use cases because managing large foundation models in production is a difficult task, requiring an advanced toolkit, lots of data, specialized skills, and even more time.
With Generative AI support on Vertex AI, you have access to Google's large generative AI models so you can test, tune, and deploy them for use in your AI-powered applications - no ML expertise required.
Interested in using the power of generative AI at your organization?
Join this session, where you’ll gain an understanding of Generative AI support on Vertex AI, including:
03:33 New opportunities and Generative AI use cases
05:50 Google Cloud AI Portfolio
10:06 Generative AI on Vertex AI: Portfolio Offerings
14:44 Vertex AI Model Garden
17:37 Foundation Models
25:23 Foundation Models and Pipeline Components
25:33 Vertex AI Model Garden: One place to launch various enterprise journeys
27:05 Generative AI Studio: Interact with, tune, and deploy foundation models
29:48 PaLM for Text and Chat: Access and customize multi-turn use cases, such as content generation and chat
34:50 Embeddings API for Text (GA): Extract semantic information from unstructured data
36:59 Codey API for Text-to-Code: Accelerate software development with real-time code completion and generation, customized to your own codebase
38:45 Imagen for Text-to-Image: Generate and edit high-quality images with simple text prompts
39:56 Chirp for Speech to Text: Build voice-enabled applications for global audiences
41:55 Reinforcement learning from human feedback (RLHF): Use human feedback to increase your model's usefulness
44:30 Google Cloud's approach to Enterprise readiness
46:36 Enterprise architecture example using Generative AI
49:56 Tuning on Vertex Gen AI
51:23 Safety scores
52:08 Recitation checks
55:00 Resources and what's next
56:23 Live Q&A
Ask questions and find answers in the Google Cloud Community: https://goo.gle/cloud_community
