Master Vertex AI - 将 LLM 与文本嵌入 API 结合使用
上次更新时间：2024-09-29
课程售价: 2.9 元
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课程内容
3 - Development Environment Setup Google Cloud Platform Setup
4 - Vertex AI Text Embedding API and Embeddings Crash Course Deep Dive
- 7 - Introduction to Vertex AI and Capabilities Overview
- 8 - OPTIONAL Embeddings Crash Course
- 9 - How are Embeddings Used in GenAI and LLMs and Use Cases
- 10 - The Embeddings API Text vs Multimodal Embeddings Overview
- 11 - Task Types and Benefits
- 12 - Multimodal Embeddings Diagram
- 13 - Handson Embeddings Length Dimension
- 14 - Handson Run Cosine Similarity Search on Different Sentences
- 15 - Handson Visualize Embeddings
- 16 - Summary
5 - Text Generation with Vertex AI Text Embedding API
- 17 - TextGenerationModel Generating Text Using bison Model
- 18 - Handson Text Generation Classification Use Case
- 19 - Handson Extract Information into Tables and JSON Formats
- 20 - Handson Controlling Temperature for the Model
- 21 - Handson TopK and TopP
- 22 - Handson Transcript Summarization and Extraction
6 - Handson Application and Realworld Use Cases of Embeddings
7 - Next Steps
课程内容
6个章节 , 25个讲座
3 - Development Environment Setup Google Cloud Platform Setup
4 - Vertex AI Text Embedding API and Embeddings Crash Course Deep Dive
- 7 - Introduction to Vertex AI and Capabilities Overview
- 8 - OPTIONAL Embeddings Crash Course
- 9 - How are Embeddings Used in GenAI and LLMs and Use Cases
- 10 - The Embeddings API Text vs Multimodal Embeddings Overview
- 11 - Task Types and Benefits
- 12 - Multimodal Embeddings Diagram
- 13 - Handson Embeddings Length Dimension
- 14 - Handson Run Cosine Similarity Search on Different Sentences
- 15 - Handson Visualize Embeddings
- 16 - Summary
5 - Text Generation with Vertex AI Text Embedding API
- 17 - TextGenerationModel Generating Text Using bison Model
- 18 - Handson Text Generation Classification Use Case
- 19 - Handson Extract Information into Tables and JSON Formats
- 20 - Handson Controlling Temperature for the Model
- 21 - Handson TopK and TopP
- 22 - Handson Transcript Summarization and Extraction