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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 🚀 pgai Vectorizer: SQLAlchemy and LiteLLM Make Vector Search Simple

Team TigerData for Tiger Data (Creators of TimescaleDB)

Feb 18 '25

🚀 pgai Vectorizer: SQLAlchemy and LiteLLM Make Vector Search Simple

#ai #vectordatabase #postgres #opensource

3 min read

Feb 28 '25

Free Vector Databases

#freevectordatabase #vectordatabase #upstash #qdrant

8 min read

Cover image for Open source vector databases

Ank

Feb 28 '25

Open source vector databases

#webdev #ai #vectordatabase #database

2 min read

Chloe Williams for Zilliz

Feb 26 '25

How to Build a Retrieval Augmented Generation (RAG) Chatbot with LangChain, Milvus, Anthropic Claude 3 Sonnet, and mistral-embed

#rag #vectordatabase #tutorial #llm

8 min read

Cover image for FalkorDB V4.8: Neo4j requires 7x the memory to hold the same dataset

Dan Shalev for FalkorDB

Feb 26 '25

FalkorDB V4.8: Neo4j requires 7x the memory to hold the same dataset

#news #database #vectordatabase #memory

1 min read

Cover image for Vector Database

Ank

Feb 26 '25

Vector Database

#webdev #vectordatabase #github #git

1 min read

Cover image for What are vectors database?

Ank

Feb 26 '25

What are vectors database?

#webdev #vectordatabase #ai #science

2 min read

Cover image for Vector Search Demystified: A Guide to pgvector, IVFFlat, and HNSW

Tanja Bayer for Cubesoft GmbH

Feb 25 '25

Vector Search Demystified: A Guide to pgvector, IVFFlat, and HNSW

#postgres #vectordatabase #ai

3 min read

Feb 22 '25

Building an AI-Powered Document Retrieval System with Docling and Granite 3.1

#granite #docling #llm #vectordatabase

6 min read

Cover image for The Hidden Magic Behind Search: Dense, Sparse, and Metadata Filtering

Feb 22 '25

The Hidden Magic Behind Search: Dense, Sparse, and Metadata Filtering

#rag #llm #vectordatabase #nlp

3 min read

Chloe Williams for Zilliz

Feb 22 '25

Tutorial: LangChain, Milvus, Anthropic Claude 3 Haiku, and voyage-3-large RAG Chatbot

#vectordatabase #rag #ai #tutorial

8 min read

Chloe Williams for Zilliz

Feb 19 '25

RAG Chatbot Tutorial: LangChain, Milvus, GPT-4o mini, and text-embedding-3-large

#rag #vectordatabase #tutorial #openai

4 min read

Feb 21 '25

One Line of SQL, All the LiteLLM Embeddings

#ai #opensource #vectordatabase #postgres

10 min read

David Mezzetti for NeuML

Feb 11 '25

Parsing the ⭐'s with txtai

#ai #llm #rag #vectordatabase

13 min read

Cover image for Build a RAG-Enabled Helpdesk Chatbot in 10 Minutes with MongoDB

Feb 15 '25

Build a RAG-Enabled Helpdesk Chatbot in 10 Minutes with MongoDB

#rag #ai #vectordatabase #mongodb

6 min read

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