Vector Search
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Core Java
Vector Search for Java Developers: HNSW Intuition and pgvector in Practice
Search used to mean matching words. Today it often means matching meaning, and that is where vectors come in. An…
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Enterprise Java
Introduction to HyDE: Hypothetical Document Embeddings for RAG
Retrieval-Augmented Generation (RAG) has become one of the most common approaches for building AI applications that need to work with…
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Enterprise Java
Getting Started with Repository Vector Search in Spring Data
With Spring Data, vector search is supported via new repository methods, allowing us to define similarity queries using familiar repository…
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Java
Introduction to jVector
As data-driven applications grow in scale and complexity, finding relationships between vectors efficiently is essential. JVector offers a high-performance Java…
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Core Java
LLM Apps in Java Using LangChain4j
LangChain4j is a powerful Java framework that simplifies the integration of large language models (LLMs) into Java applications. It provides…
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Enterprise Java
Java Langchain MongoDB Example
This article explores how to build an AI-powered chatbot using Langchain4j, MongoDB Atlas, and Ollama running locally. This solution leverages…
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