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5 changes: 3 additions & 2 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -4,7 +4,7 @@ This repository contains Python code samples used in Azure AI Search documentati

If your configuration uses a search service managed identity for indexer connections, your search service must be on the Basic tier or higher.

## Day-one quickstarts and tutorials
## Day-one quickstarts

| Sample | Description |
|--------|-------------|
Expand All @@ -15,14 +15,15 @@ If your configuration uses a search service managed identity for indexer connect
| [Quickstart-Semantic-Ranking](Quickstart-Semantic-Ranking/semantic-ranking-quickstart.ipynb) | Extends the quickstart through modifications that invoke semantic ranking. This notebook adds a semantic configuration to the index and semantic query options that formulate the query and response. |
| [Quickstart-Vector-Search](Quickstart-Vector-Search/quickstart-vector-search.ipynb) | Introduces vector search in Azure AI Search. This notebook demonstrates how to create, load, and query a vector index. |

## Deeper dive tutorials
## Deeper dive tutorials and examples

| Sample | Description |
|--------|-------------|
| [agentic-retrieval-pipeline-example](agentic-retrieval-pipeline-example/agent-example.ipynb) | Extends the quickstart by integrating Foundry Agent Service. Add an AI agent and MCP tool to your Azure AI Search agentic retrieval pipeline for an end-to-end conversational search experience. |
| [azure-function-search](azure-function-search/readme.md) | An Azure Function that sends query requests to an Azure AI Search service. You can substitute this code to replace the contents of the `api` folder in the C# sample [azure-search-static-web-app](https://github.com/Azure-Samples/azure-search-static-web-app). |
| [bulk-insert](bulk-insert/readme.md) | Create and load an index using the push APIs and sample data. You can substitute this code to replace the contents of the `bulk-insert` folder in the C# sample [azure-search-static-web-app](https://github.com/Azure-Samples/azure-search-static-web-app) |
| [cmk-encryption](cmk-example/cmk-example.ipynb) | Encrypt content using customer-managed keys. |
| [image-serving-example](image-serving-example/image_serving.ipynb) | Runs managed ingestion, compares retrieval with image serving disabled and enabled, and independently queries and downloads an indexed image asset from Azure Blob Storage. |

## Archived samples

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