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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 Databend Monthly Report（June 2025）

ksanaka

Jul 8

Databend Monthly Report（June 2025）

#datascience #development #database #vectordatabase

5 min read

Cover image for Pinecone Price Increase 😱 Is Chroma Cloud the Best Alternative?

Max Rohde

Aug 9

Pinecone Price Increase 😱 Is Chroma Cloud the Best Alternative?

#vectordatabase #ai #programming

3 min read

Cover image for Context-Aware Search for Your Service: No GPUs, No Hassle

Giorgi

Jul 4

Context-Aware Search for Your Service: No GPUs, No Hassle

#machinelearning #database #webdev #vectordatabase

2 min read

Cover image for Beyond basic RAG: Building a multi-cycle reasoning engine on SurrealDB

Dave MacLeod for SurrealDB

Aug 4

Beyond basic RAG: Building a multi-cycle reasoning engine on SurrealDB

#vectordatabase #surrealdb #python #rag

14 min read

InterSystems Developer for InterSystems

Jun 28

Vector Embeddings and Vocal Search. Analysis and innovation notes

#llm #machinelearning #vectordatabase #programming

5 min read

Cover image for Embeddings & Cosine Similarity Explained Simply

Dev J. Shah 🥑

Jul 29

Embeddings & Cosine Similarity Explained Simply

#vectordatabase #rag #ai

10 min read

Charlie Barajas

Jun 21

OpenHPI Embeddig NLP Systems Free course!

#nlp #vectordatabase #word2vect

1 min read

Ricards Taujenis

Jun 21

How to setup RAG with VectorDB

#rag #ai #vectordatabase #automation

4 min read

David Mezzetti for NeuML

Jun 23

Medical RAG Research with txtai

#ai #llm #rag #vectordatabase

7 min read

Jul 23

Beyond Cosine Similarity: Multi-Faceted Scoring for Smarter Recommendations

#ai #machinelearning #vectordatabase #nlp

4 min read

Cover image for Make a medical chatbot using GraphRAG with SurrealDB + LangChain

Dave MacLeod for SurrealDB

Jul 22

Make a medical chatbot using GraphRAG with SurrealDB + LangChain

#database #vectordatabase #ai #langchain

8 min read

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 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

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