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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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Dishit Dhanesha

Jul 25 '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 '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 Embeddings & Cosine Similarity Explained Simply

Dev J. Shah 🥑

Jul 29 '25

Embeddings & Cosine Similarity Explained Simply

#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

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

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