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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 Vector Databases for Data Scientists: What, Why, and When to Use Them

Jul 22 '25

Vector Databases for Data Scientists: What, Why, and When to Use Them

#vectordatabase #ai #semanticsearch #machinelearning

4 min read

Haripriya Veluchamy

Aug 25 '25

My Journey with Sentence Transformers, OpenAI Embeddings, and Vector Databases

#ai #vectordatabase #openai #beginners

3 min read

Cover image for Hybrid vector + text Search in the terminal with SurrealDB and Ratatui

Dave MacLeod for SurrealDB

Aug 21 '25

Hybrid vector + text Search in the terminal with SurrealDB and Ratatui

#terminal #database #vectordatabase #surrealdb

21 min read

Cover image for How to Build a Global Search Engine Using Vector Embeddings

Offor Francis Chidoziem

Jul 15 '25

How to Build a Global Search Engine Using Vector Embeddings

#webdev #programming #vectordatabase #elasticsearch

4 min read

Cover image for Automate Vector Database Update with AWS and CircleCI

Jul 15 '25

Automate Vector Database Update with AWS and CircleCI

#aws #lambda #cicd #vectordatabase

21 min read

Cover image for Use Cases for HNSW-SQLite Library

Praveen

Jul 18 '25

Use Cases for HNSW-SQLite Library

#rag #vectordatabase #webdev #programming

2 min read

Cover image for Designing Data Systems with Vector Embeddings using Redis Vector Sets

Ricardo Ferreira for Redis

Aug 3 '25

Designing Data Systems with Vector Embeddings using Redis Vector Sets

#programming #vectordatabase #redis #vectorsets

8 min read

Cover image for Databend Monthly Report（June 2025）

ksanaka

Jul 8 '25

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 '25

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 '25

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 '25

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

#vectordatabase #surrealdb #python #rag

14 min read

InterSystems Developer for InterSystems

Jun 28 '25

Vector Embeddings and Vocal Search. Analysis and innovation notes

#llm #machinelearning #vectordatabase #programming

5 min read

Cover image for Exploring RAG: Math behind Embeddings & Cosine Similarity

Dev J. Shah 🥑

Jul 29 '25

Exploring RAG: Math behind Embeddings & Cosine Similarity

#vectordatabase #rag #ai

10 min read

Charlie Barajas

Jun 21 '25

OpenHPI Embeddig NLP Systems Free course!

#nlp #vectordatabase #word2vect

1 min read

Jul 23 '25

Beyond Cosine Similarity: Multi-Faceted Scoring for Smarter Recommendations

#ai #machinelearning #vectordatabase #nlp

4 min read

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