#ann-algorithms

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#vector-search #amazon-opensearch #gpu-acceleration #data-ingestion #information-retrieval #keyword-matching
Artificial intelligence
fromInfoQ
2 weeks ago

Uber Adopts Amazon OpenSearch for Semantic Search to Better Capture User Intent

Migrating from Lucene to Amazon OpenSearch enabled large-scale vector search, algorithmic flexibility, GPU acceleration, and required infrastructure optimizations for ingestion and query performance.
fromHackernoon
2 years ago

Challenges in Web-Scale Information Retrieval: From Keywords to Embeddings | HackerNoon

Traditional keyword matching in information retrieval fails to understand user intent, which leads to irrelevant results and limits the diversity of responses, requiring query alterations to be effective.
Web development
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