這堂課程會介紹 AI 搜尋技術、工具和應用程式。主題涵蓋使用向量嵌入執行語意搜尋;結合語意和關鍵字做法的混合型搜尋機制;以及運用檢索增強生成 (RAG) 技術建構有基準的 AI 代理,盡可能減少 AI 幻覺。您可以實際使用 Vertex AI Vector Search,打造智慧型搜尋引擎。

Vector Search 和嵌入


Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
4 hours to complete
Flexible schedule
Learn at your own pace
What you'll learn
說明向量搜尋程序和重要技術。
在 Vertex AI Vector Search 使用向量嵌入建構語意搜尋機制。
認識有基準的代理和檢索增強生成 (RAG) 技術,減少 AI 幻覺。
使用 Vertex AI Vector Search 建立混合型搜尋引擎。
Skills you'll gain
Details to know

Shareable certificate
Add to your LinkedIn profile
Assessments
1 assignment
Taught in Chinese (Traditional)
See how employees at top companies are mastering in-demand skills

There is 1 module in this course
這堂課程會介紹 AI 搜尋技術、工具和應用程式。主題涵蓋使用向量嵌入執行語意搜尋;結合語意和關鍵字做法的混合型搜尋機制;以及運用檢索增強生成 (RAG) 技術建構有基準的 AI 代理,盡可能減少 AI 幻覺。您可以實際使用 Vertex AI Vector Search,打造智慧型搜尋引擎。
What's included
9 videos1 reading1 assignment2 app items
Instructor

Offered by
Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."

Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."

Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."

Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."
Explore more from Computer Science
Google Cloud
Google Cloud