databricks-vector-search

What problem does it solve?

This Skill simplifies the creation, management, and querying of Databricks Vector Search indexes, enabling powerful similarity search and RAG applications.

Core Features & Use Cases

• Endpoint & Index Management: Create and manage Standard or Storage-Optimized endpoints and Delta Sync or Direct Access indexes.
• Managed & Self-Managed Embeddings: Supports automatic embedding generation or using pre-computed vectors.
• Querying & Filtering: Perform semantic, hybrid, and filtered searches on your vector indexes.
• Use Case: Build a RAG application by indexing your company's knowledge base into a Vector Search index, then query it to provide contextually relevant answers to user questions.

Quick Start

Use the databricks-vector-search skill to create a storage-optimized endpoint named 'my-vs-endpoint'.