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# vectordatabase

Vector databases are purpose-built databases that are specialized to tackle the problems that arise when managing vector embeddings in production scenarios.

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Agent Long-term Memory with Spring AI & Redis

Agent Long-term Memory with Spring AI & Redis

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14 min read
halfvec: Half the Bits, Twice the speed?

halfvec: Half the Bits, Twice the speed?

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7 min read
Semantic search in Rust using SurrealDB and Mistral AI

Semantic search in Rust using SurrealDB and Mistral AI

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12 min read
JECQ: Smart, Open-Source Compression for FAISS Users—6x Compression Ratio, 85% Accuracy

JECQ: Smart, Open-Source Compression for FAISS Users—6x Compression Ratio, 85% Accuracy

6
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6 min read
Retrieval-Augmented Generation (RAG) with Vector Databases: Powering Context-Aware AI in 2025

Retrieval-Augmented Generation (RAG) with Vector Databases: Powering Context-Aware AI in 2025

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3 min read
How to Embed User Preferences

How to Embed User Preferences

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2 min read
Contextual chunking for Retrieval Augmented Generation

Contextual chunking for Retrieval Augmented Generation

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59 min read
Local Elasticsearch Playground: A Practical Introduction and hands-on test (and moving to a RAG solution)

Local Elasticsearch Playground: A Practical Introduction and hands-on test (and moving to a RAG solution)

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12 min read
Medical RAG Research with txtai

Medical RAG Research with txtai

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7 min read
A Complete Guide to Retrieval-Augmented Generation

A Complete Guide to Retrieval-Augmented Generation

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8 min read
Scalable Character Insights from Novels Using Vector Search and LLMs

Scalable Character Insights from Novels Using Vector Search and LLMs

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2 min read
🚀 Build Your Own AI Assistant with Node.js: My Roadmap and Journey 🌟

🚀 Build Your Own AI Assistant with Node.js: My Roadmap and Journey 🌟

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4 min read
Recent Trends in Distributed Warehousing and Data Mining

Recent Trends in Distributed Warehousing and Data Mining

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2 min read
Why PostgreSQL Might Be All the Backend You Need: Forget the Kitchen Sink

Why PostgreSQL Might Be All the Backend You Need: Forget the Kitchen Sink

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4 min read
Smarter RAG Systems with Graphs

Smarter RAG Systems with Graphs

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4 min read
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