Showing results for azure ai search - ISE Developer Blog

May 30, 2025
Post likes count2

Efficient Ground Truth Generation for Search Evaluation

Geisa Faustino Phong Cao
Geisa,
Phong

This article discusses the challenges and methodologies for creating a reliable groundtruth dataset for search evaluation. It highlights the use of TREC Pooling and GPT-4o assisted ranking to overcome the labor-intensive process of manual labeling, ensuring high-quality search evaluations even with limited data.

CSEISE
Feb 6, 2025
Post likes count2

Azure Functions vs. Indexers: AI Data Ingestion

Ivan Sholokh
Ivan Sholokh

This article compares Azure Functions with pre-built indexers for data ingestion in Azure AI Search, with a focus on using Azure Functions for a flexible, scalable approach. It explores key steps like data migration, index creation, and deployment automation.

CSEISE
Aug 16, 2024
Post likes count8

Semantic Router using Azure AI Search

Christopher Buckley
Christopher Buckley

Potential semantic routing solution using Azure AI Search for scalable query handling.

CSEMachine LearningCognitive Services