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MagnaNet Network
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Tag: semantic

AI & Machine Learning

Building a Context-Aware Semantic Search Engine in Python Combining Embedding-Based Similarity with Structured Metadata Filtering

Amir Mahmud, May 28, 2026

In an era defined by an exponential growth of digital information, the demand for sophisticated…

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AI & Machine Learning

Implementing Hybrid Semantic-Lexical Search in RAG

Amir Mahmud, May 28, 2026

The strategic implementation of hybrid search mechanisms represents a pivotal advancement in the evolution of…

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AI & Machine Learning

Unlocking Semantic Search: A Deep Dive into the Mechanics and Scaling of Vector Databases

Amir Mahmud, April 3, 2026

The modern data landscape is awash with unstructured information—documents, images, audio, video, and user behavior…

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AI & Machine Learning

Unlocking Semantic Search: A Deep Dive into Vector Databases and Their Role in Modern AI

Amir Mahmud, March 26, 2026

In an era increasingly dominated by artificial intelligence and the explosion of unstructured data, vector…

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