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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 Make a medical chatbot using GraphRAG with SurrealDB + LangChain

Dave MacLeod for SurrealDB

Jul 22 '25

Make a medical chatbot using GraphRAG with SurrealDB + LangChain

#database #vectordatabase #ai #langchain

8 min read

Cover image for Is your Vector Database Really Fast?

Ricardo Ferreira for Redis

Jul 22 '25

Is your Vector Database Really Fast?

#vectordatabase #database #dataengineering #performance

9 min read

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

Jul 19 '25

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 '25

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 '25

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 '25

Agent Long-term Memory with Spring AI & Redis

#springboot #ai #redis #vectordatabase

14 min read

Cover image for halfvec: Half the Bits, Twice the speed?

Abhishek Gautam

Jul 17 '25

halfvec: Half the Bits, Twice the speed?

#rag #vectordatabase #ai #openai

7 min read

Cover image for Building a Multimodal Deep Research Agent

Ethan Steininger for Mixpeek

Jun 6 '25

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 '25

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 '25

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

#opensource #ai #vectordatabase #machinelearning

6 min read

Jul 7 '25

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 '25

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 '25

How to Embed User Preferences

#vectordatabase #programming #supabase #node

2 min read

ansurfen

Jul 7 '25

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 '25

Contextual chunking for Retrieval Augmented Generation

#rag #productivity #tutorial #vectordatabase

59 min read

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