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Semantic Document Search

Last Updated: 31 October 2025

Semantic search allows computers to understand the meaning behind user queries rather than relying only on exact keyword matching. Using FAISS (Facebook AI Similarity Sear...read more

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Artificial Intelligence

Last Updated: 30 October 2025

pgvector is an open-source extension for PostgreSQL that adds native support for vector similarity search, enabling us to store, index and query high-dimensional embedding...read more

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Artificial Intelligence

Last Updated: 30 October 2025

Milvus is an open-source vector database designed for managing and searching large-scale embedding data efficiently. It is widely used in AI, machine learning and semantic...read more

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Artificial Intelligence

Text Embeddings using Cohere

Last Updated: 30 October 2025

Text Embeddings using Cohere allow you to convert text into numerical vectors that capture meaning, context and semantic relationships between words or sentences. These em...read more

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Artificial Intelligence

Posterior Approximation

Last Updated: 10 October 2025

Posterior approximation estimates the intractable posterior distribution p(z∣x) in complex models enabling efficient learning and inference. It is used in variational infe...read more

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MATLAB Tutorial

Last Updated: 06 September 2025

MATLAB is a programming platform used for mathematics, engineering and scientific computing. It provides built-in tools for calculations, visualization and application dev...read more

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LangChain Tutorial

Last Updated: 27 October 2025

LangChain is a framework that makes it easier to build applications using large language models (LLMs) by connecting them with data, tools and APIs. It helps developers mo...read more

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PDF Summarizer using RAG

Last Updated: 26 August 2025

A PDF summarizer automatically processesthe text contentinside PDF filesand producesconcise summariesor responsesto queries, savingusers timeand effort requiredto read len...read more

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Artificial Intelligence

Manhattan Distance

Last Updated: 26 August 2025

Manhattan Distance, also known as L1 or taxicab distance, measures how far apart two points are by summing the absolute differences of their coordinates. Unlike straight-l...read more

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Building a Context Sharing System using MCP

Last Updated: 09 October 2025

Model ContextProtocol (MCP) isan open protocoldeveloped byAnthropic thatstandardizes howapplicationsshare contextualinformation withLarge LanguageModels (LLMs). Thinkof MC...read more

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Transfer Learning with Hugging Face

Last Updated: 25 August 2025

Transfer learning is a technique that allows us to use pre-trained models that have already learned patterns from large datasets and adapt them for specific tasks with sma...read more

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Artificial Intelligence

Last Updated: 29 September 2025

Exploratory Data Analysis (EDA) is a crucial first step in any data analysis pipeline. It allows us to gain insights, detect outliers, identify patterns and test assumptio...read more

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Last Updated: 20 August 2025

Qdrant is an open‑source vector database and similarity search engine built to store embeddings (numerical representations of text, images, audio) and find “nearest” items...read more

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Hugging Face Model Card

Last Updated: 07 August 2025

Hugging Face has introduced Model Cards as an important tool for model documentation. It is a detailed document about each model on the Hugging Face Hub. It provides impor...read more

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Artificial Intelligence

Machine Learning

Mockaroo: Realistic Data Generation

Last Updated: 04 August 2025

Manually creating test data for software application and machine learning (ML) models is slow, error-prone, and often fails to capture real-world complexity. This is espec...read more

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