Tag: Vector Database

A Comprehensive Technical Analysis of Vector Database Architecture and Similarity Search Algorithms

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Part 1: The Foundational Imperative for Vector Databases The rapid proliferation of artificial intelligence (AI) and machine learning (ML) models has introduced a new data primitive that traditional database systems Read More …

A Comprehensive Analysis of Evaluation and Benchmarking Methodologies for Fine-Tuned Large Language Model (LLM)

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Part I: The Foundation – From Pre-Training to Specialization The evaluation of a fine-tuned Large Language Model (LLM) is intrinsically linked to the purpose and process of its creation. Understanding Read More …