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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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Cover image for How I ditched LangChain to create my own custom RAG

Jul 19

How I ditched LangChain to create my own custom RAG

#langchain #rag #llm #vectordatabase

10 min read

Cover image for Binary Quantization: the 1-bit trick that turns terabytes of vectors into pocket-sized fingerprints

Abhishek Gautam

Jul 18

Binary Quantization: the 1-bit trick that turns terabytes of vectors into pocket-sized fingerprints

#vectordatabase #ai #rag

7 min read

Cover image for Couchbase Weekly Updates - June 13, 2025

Brian King for Couchbase

Jun 13

Couchbase Weekly Updates - June 13, 2025

#aws #tco #vectordatabase #couchbase

1 min read

Cover image for Agent Long-term Memory with Spring AI & Redis

Raphael De Lio for Redis

Jul 16

Agent Long-term Memory with Spring AI & Redis

#springboot #ai #redis #vectordatabase

14 min read

Cover image for Building a Multimodal Deep Research Agent

Ethan Steininger for Mixpeek

Jun 6

Building a Multimodal Deep Research Agent

#multimodal #multimodalai #multimodalsearch #vectordatabase

8 min read

Cover image for Semantic search in Rust using SurrealDB and Mistral AI

Dave MacLeod for SurrealDB

Jul 9

Semantic search in Rust using SurrealDB and Mistral AI

#mistral #database #surrealdb #vectordatabase

12 min read

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

Benedetto Proietti for Janea Systems

Jul 9

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

#opensource #ai #vectordatabase #machinelearning

6 min read

Jul 7

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

#ai #rag #vectordatabase #semanticsearch

3 min read

Cover image for What is an Embedding? And Why Should Devs Care?

Arman @programmerByDay

Jun 16

What is an Embedding? And Why Should Devs Care?

#ai #llm #vectordatabase #postgres

3 min read

Cover image for How to Embed User Preferences

Jun 2

How to Embed User Preferences

#vectordatabase #programming #supabase #node

2 min read

ansurfen

Jul 7

My First AI Project: A Journey of Building RAG Knowledge Base from Scratch

#rag #mcp #ai #vectordatabase

3 min read

Cover image for Contextual chunking for Retrieval Augmented Generation

Lewis Won

Jul 5

Contextual chunking for Retrieval Augmented Generation

#rag #productivity #tutorial #vectordatabase

59 min read

Cover image for Simplifying Programmatic Database Handling

Amadou Wolfgang Cisse

May 31

Simplifying Programmatic Database Handling

#docker #database #vectordatabase #python

4 min read

May 30

Unorthodox journey towords data compression

#compression #vectordatabase #algorithms #datacompression

2 min read

Cover image for 5 Hidden Adobe Illustrator Features Every Designer (and Dev) Should Know

DadKeys

May 26

5 Hidden Adobe Illustrator Features Every Designer (and Dev) Should Know

#adobe #illustrator #vectordatabase #workplace

3 min read

Cover image for Vector Database

Shreyans Padmani

Jun 29

Vector Database

#vectordatabase #ai #machinelearning #developertools

2 min read

Cover image for Couchbase Weekly Updates - June 27, 2025

Brian King for Couchbase

Jun 27

Couchbase Weekly Updates - June 27, 2025

#vectordatabase #couchbase #ai #programming

2 min read

DCT Technology Pvt. Ltd.

May 23

SQL vs NoSQL? Why Not Both?

#vectordatabase #sql #nosql #webdev

2 min read

Jun 24

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

#rag #llm #elasticsearch #vectordatabase

12 min read

Cover image for A Complete Guide to Retrieval-Augmented Generation

Jun 23

A Complete Guide to Retrieval-Augmented Generation

#rag #ai #vectordatabase #langchain

8 min read

InterSystems Developer for InterSystems

Jun 20

Building AI Agents: From Zero to Hero

#python #tooling #vectordatabase #framework

11 min read

Jun 20

Scalable Character Insights from Novels Using Vector Search and LLMs

#ai #rag #machinelearning #vectordatabase

2 min read

Mohsin Khursheed

May 13

Cosine Similarity in Vector Databases: Why It Matters for GenAI & RAG Systems

#rag #vectordatabase #genai

2 min read

Cover image for Quick Apply: Building A Conversational Job Application Web App

Akif Kaya

May 8

Quick Apply: Building A Conversational Job Application Web App

#upstash #vectordatabase #redis #javascript

4 min read

Cover image for Growing the Tree: Multi-Agent LLMs Meet RAG, Vector Search, and Goal-Oriented Thinking - Part 2

Hello Insurance

May 4

Growing the Tree: Multi-Agent LLMs Meet RAG, Vector Search, and Goal-Oriented Thinking - Part 2

#vectordatabase #rag #llm #agenticai

10 min read

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