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1 change: 1 addition & 0 deletions .claude-plugin/plugin.json
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Expand Up @@ -19,6 +19,7 @@
"pipelines",
"dabs",
"serverless",
"vector-search",
"data-engineering"
],
"skills": "./skills/"
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1 change: 1 addition & 0 deletions README.md
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Expand Up @@ -69,6 +69,7 @@ Stable skills shipped from [`skills/`](./skills/):
- **databricks-model-serving** — Model Serving endpoint management, AI Gateway, traffic config.
- **databricks-pipelines** — Lakeflow Spark Declarative Pipelines (formerly DLT) for batch and streaming.
- **databricks-serverless-migration** — Migrate classic-compute workloads to serverless compute.
- **databricks-vector-search** — Vector Search endpoints + indexes for RAG and semantic search.

## Experimental Skills

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1 change: 0 additions & 1 deletion experimental/README.md
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Expand Up @@ -41,7 +41,6 @@ See the root [README](../README.md) for details on the stable install path.
- **databricks-agent-bricks** - Knowledge Assistants, Genie Spaces, Supervisor Agents
- **databricks-mlflow-evaluation** - End-to-end agent evaluation workflow
- **databricks-unstructured-pdf-generation** - Generate synthetic PDFs for RAG
- **databricks-vector-search** - Vector similarity search for RAG and semantic search

### 📊 Analytics & Dashboards
- **databricks-aibi-dashboards** - Databricks AI/BI dashboards (with SQL validation workflow)
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6 changes: 3 additions & 3 deletions manifest.json
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Expand Up @@ -406,7 +406,7 @@
"version": "0.0.1"
},
"databricks-vector-search": {
"description": "Patterns for Databricks Vector Search: create endpoints and indexes, query with filters, manage embeddings. Use when building RAG applications, semantic search, or similarity matching. Covers both storage-optimized and standard endpoints.",
"description": "Databricks Vector Search endpoints and indexes for RAG and semantic search; covers index types, search modes, end-to-end RAG patterns",
"files": [
"SKILL.md",
"agents/openai.yaml",
Expand All @@ -417,8 +417,8 @@
"references/search-modes.md",
"references/troubleshooting-and-operations.md"
],
"repo_dir": "experimental",
"version": "0.0.1"
"repo_dir": "skills",
"version": "0.1.0"
},
"databricks-zerobus-ingest": {
"description": "Build Zerobus Ingest clients for near real-time data ingestion into Databricks Delta tables via gRPC. Use when creating producers that write directly to Unity Catalog tables without a message bus, working with the Zerobus Ingest SDK in Python/Java/Go/TypeScript/Rust, generating Protobuf schemas from UC tables, or implementing stream-based ingestion with ACK handling and retry logic.",
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1 change: 1 addition & 0 deletions scripts/skills.py
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Expand Up @@ -33,6 +33,7 @@
"databricks-model-serving": {"plugin_keyword": "model-serving"},
"databricks-pipelines": {"plugin_keyword": "pipelines"},
"databricks-serverless-migration": {"plugin_keyword": "serverless"},
"databricks-vector-search": {"plugin_keyword": "vector-search"},
}


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@@ -1,10 +1,15 @@
---
name: databricks-vector-search
description: "Patterns for Databricks Vector Search: create endpoints and indexes, query with filters, manage embeddings. Use when building RAG applications, semantic search, or similarity matching. Covers both storage-optimized and standard endpoints."
description: "Databricks Vector Search endpoints and indexes for RAG and semantic search; covers index types, search modes, end-to-end RAG patterns"
metadata:
version: "0.1.0"
parent: databricks-core
---

# Databricks Vector Search

**FIRST**: Use the parent `databricks-core` skill for CLI basics, authentication, and profile selection.

Patterns for creating, managing, and querying vector search indexes for RAG and semantic search applications.

## When to Use
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