07
Vector Search and Embeddings
07
Vector Search and Embeddings
Explore AI-powered search technologies, tools, and applications in this course. Learn semantic search utilizing vector embeddings, hybrid search combining semantic and keyword approaches, and retrieval-augmented generation (RAG) minimizing AI hallucinations as a grounded AI agent. Gain practical experience with Vertex AI Vector Search to build your intelligent search engine.
Інформація про курс
Цілі
- Explain vector search processes and key technologies.
- Construct semantic search using vector embeddings with Vertex AI Vector Search.
- Explore grounded agents and retrieval-augmented generation (RAG) to mitigate AI hallucinations.
- Create a hybrid search engine with Vertex AI Vector Search.
Рівень попередньої підготовки
None
Аудиторія
AI developers
Data scientists
ML engineers
Доступні мови
English, Deutsch, español (Latinoamérica), français, bahasa Indonesia, 日本語, 한국어, português (Brasil), 简体中文, 繁體中文 та Türkçe