Azure AI Search

Azure AI Search Python SDK — Facets, Scoring Profiles, Semantic Ranking, and Vector Search

September 13, 2025 • Azure AI Search

Part 2 of our Azure AI Search Python SDK series goes deeper: faceted navigation, custom scoring profiles, semantic ranking with captions and answers, vector search with embeddings, and hybrid search that combines keyword and vector retrieval for maximum relevance.

Azure AI Search Python SDK — Installation, Authentication, and Index Management

September 11, 2025 • Azure AI Search

In this first part of our Azure AI Search Python SDK series, we install the azure-search-documents library, configure authentication, create and manage indexes programmatically, upload documents, and run your first full-text search queries — all from Python.

Azure AI Search - Vectorization, Custom Skills, and RAG

September 8, 2025 • Azure AI Search

In this article, we cross into vector territory. We will chunk documents using the Text Split skill, generate embeddings with Azure OpenAI, store them in a vector-enabled index, and run both vector and hybrid queries.

Azure AI Search - AI Enrichment with Skillsets

September 5, 2025 • Azure AI Search

An AI enrichment pipeline extends the indexer with a skill set, an ordered collection of skills that transform content during indexing.

Azure AI Search - Creating Indexes and Loading Data

September 4, 2025 • Azure AI Search

To make use of the power of Azure AI Search, we need to create an index, load data into it, and run queries.

Azure AI Search - Getting Started

September 2, 2025 • Azure AI Search

Creating an enterprise AI application? Does your application need access to enterprise data and web content? Azure AI Search is the answer.