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Introduction to Google Cloud's AI & ML portfolio
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Classroom Contents
Generative AI with Google Cloud - Building Applications Using PaLM 2 and LangChain
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- 1 Introduction to Google Cloud's AI & ML portfolio
- 2 Typical usage of LLMs
- 3 Common patterns using LLMs
- 4 Introduction to LangChain
- 5 Where does LangChain fit in the LLM stack?
- 6 LangChain concepts: Chains, Agents, Memory, Models, Prompts, and Indexes
- 7 Why use Agents?
- 8 Implementing Agents
- 9 Embeddings
- 10 Demos and developer steps
- 11 1 Simple generative app
- 12 2 Memory-enabled chat app
- 13 3 Retrieval augmented generation
- 14 Q&A
