Azure AI Search SDK for Python
技能 已验证 活跃Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets. Triggers: "azure-search-documents", "SearchClient", "SearchIndexClient", "vector search", "hybrid search", "semantic search".
To enable developers to effectively use the Azure AI Search SDK for Python to build powerful search solutions, including advanced AI-driven features like vector search and semantic ranking.
功能
- Integrates Azure AI Search SDK for Python
- Covers vector, hybrid, and semantic search patterns
- Provides examples for index creation and document management
- Demonstrates agentic retrieval with knowledge bases
- Includes setup scripts and best practices
使用场景
- Implementing vector search for similarity matching
- Building hybrid search solutions combining keyword and vector queries
- Configuring semantic ranking for improved search relevance
- Setting up and querying knowledge bases for LLM grounding
- Managing Azure AI Search indexes and documents via Python
非目标
- Providing a direct command-line interface to Azure AI Search
- Replacing the official Azure SDK documentation
- Covering unrelated Azure services
先决条件
- Python 3.x
- pip
- Azure AI Search service endpoint
- Azure OpenAI service endpoint and deployments (for integrated vectorization)
安装
请先添加 Marketplace
/plugin marketplace add microsoft/skills/plugin install azure-sdk-python@skills质量评分
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