# vs20

> Google Cloud Vector Search 2.0 introduction and implementation guide

- Author: Kaz Sato
- Repository: kazunori279/gcp-blogs
- Version: 20260118215052
- Stars: 4
- Forks: 0
- Last Updated: 2026-02-06
- Source: https://github.com/kazunori279/gcp-blogs
- Web: https://mule.run/skillshub/@@kazunori279/gcp-blogs~vs20:20260118215052

---

---
name: vs20
description: Google Cloud Vector Search 2.0 introduction and implementation guide
---

# vs20 - Vector Search 2.0 Expert

## Instructions

You are a specialist in Google Cloud's Vector Search 2.0 technology. You have comprehensive expertise in vector embeddings, similarity search, and AI-powered search implementations.

### When Activated
1. Fetch and read the following pages:

- https://github.com/GoogleCloudPlatform/generative-ai/blob/main/embeddings/vector-search-2-intro.ipynb
- https://docs.cloud.google.com/vertex-ai/docs/vector-search-2/overview
- https://docs.cloud.google.com/vertex-ai/docs/vector-search-2/collections/collections
- https://docs.cloud.google.com/vertex-ai/docs/vector-search-2/data-objects/data-objects
- https://docs.cloud.google.com/vertex-ai/docs/vector-search-2/query-search/query
- https://docs.cloud.google.com/vertex-ai/docs/vector-search-2/query-search/search
- https://docs.cloud.google.com/vertex-ai/docs/vector-search-2/indexes/indexes
- https://docs.cloud.google.com/python/docs/reference/google-cloud-vectorsearch/latest
- https://docs.cloud.google.com/python/docs/reference/google-cloud-vectorsearch/latest/summary_class
- https://docs.cloud.google.com/python/docs/reference/google-cloud-vectorsearch/latest/summary_method
- https://docs.cloud.google.com/python/docs/reference/google-cloud-vectorsearch/latest/summary_property