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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 🧠 GenAI as a Backend Engineer: Part 2 - Vector DBs

Ayush

Aug 9

🧠 GenAI as a Backend Engineer: Part 2 - Vector DBs

#ai #python #vectordatabase

3 min read

Cover image for Vector Database: Core Concepts

Sep 4

Vector Database: Core Concepts

#vectordatabase #elasticsearch #rag #python

4 min read

Jul 26

Snowflake AI_EMBED Function - Your Gateway to Unified Multimodal Vector Search

#snowflake #vectordatabase #multimodal #rag

5 min read

Cover image for Sub-millisecond similarity search on IVF indexes with PDX

Jul 25

Sub-millisecond similarity search on IVF indexes with PDX

#similaritysearch #vectordatabase #programming #rag

6 min read

Dishit Dhanesha

Jul 25

⚡ Implementing Semantic Search (Vector Search) Using Amazon S3 Vectors

#vectordatabase #aws #ai #nlp

3 min read

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

Jul 22

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

#vectordatabase #ai #semanticsearch #machinelearning

4 min read

Haripriya Veluchamy

Aug 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

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

#terminal #database #vectordatabase #surrealdb

21 min read

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

Abhishek Gautam

Jul 17

halfvec: Half the Bits, Twice the speed?

#rag #vectordatabase #ai #openai

7 min read

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

Offor Francis Chidoziem

Jul 15

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

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

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

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

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 Is your Vector Database Really Fast?

Ricardo Ferreira for Redis

Jul 22

Is your Vector Database Really Fast?

#vectordatabase #database #dataengineering #performance

9 min read

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