databricks-vector-search
CommunityFast vector search patterns for Databricks RAG.
Authordatasciencemonkey
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Patterns for creating, managing, and querying vector search indexes for RAG and semantic search applications in Databricks.
Core Features & Use Cases
- Endpoint & Index Management: Create Standard or Storage-Optimized vector search endpoints and their accompanying indexes.
- Flexible Embeddings: Support Delta Sync with managed embeddings or self-managed embeddings to tailor embeddings to your data.
- Query Versatility: Perform text, vector, and hybrid queries with filters across Delta Lake sources.
Quick Start
Create a standard endpoint named my-vs-endpoint, attach a Delta Sync index, and run a sample query against it.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
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Please help me install this Skill: Name: databricks-vector-search Download link: https://github.com/datasciencemonkey/coding-agents-databricks-apps/archive/main.zip#databricks-vector-search Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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