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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 Build Code-RAGent, an agent for your codebase

Clelia (Astra) Bertelli

Apr 29

Build Code-RAGent, an agent for your codebase

#ai #python #vectordatabase #rag

5 min read

Cover image for Semantic Search with Spring Boot & Redis

Raphael De Lio for Redis

Apr 29

Semantic Search with Spring Boot & Redis

#java #vectordatabase #springboot #redis

10 min read

Cover image for Setting up the Pinecone MCP server in your IDE

Apr 28

Setting up the Pinecone MCP server in your IDE

#pinecone #mcp #vectordatabase #ai

3 min read

Cover image for Ingest (almost) any non-PDF document in a vector database, effortlessly

Clelia (Astra) Bertelli

Apr 25

Ingest (almost) any non-PDF document in a vector database, effortlessly

#python #ai #opensource #vectordatabase

3 min read

Cover image for Embeddings clustering with Agglomerative Hierarchical Clustering (messy-folder-reorganizer-ai)

Evgenii Perminov

Mar 28

Embeddings clustering with Agglomerative Hierarchical Clustering (messy-folder-reorganizer-ai)

#vectordatabase #ai #machinelearning #cli

3 min read

Chloe Williams for Zilliz

Mar 14

Build RAG Chatbot 🤖 with LangChain, Milvus, Mistral AI Pixtral, and NVIDIA bge-m3

#vectordatabase #rag #ai #tutorial

8 min read

Cover image for Build a RAG Chat App with Firebase Genkit and Astra DB

Phil Nash for DataStax, an IBM company

Apr 16

Build a RAG Chat App with Firebase Genkit and Astra DB

#python #firebase #genai #vectordatabase

9 min read

Apr 14

Creating Your First OpenSearch Dashboard: A Step-by-Step Tutorial

#elasticsearch #opensearch #nosql #vectordatabase

7 min read

Cover image for Graph database vs relational vs vector vs NoSQL

Dan Shalev for FalkorDB

Mar 11

Graph database vs relational vs vector vs NoSQL

#database #vectordatabase #comparison

2 min read

Cover image for How to Create Vector Embeddings in Python

Phil Nash for DataStax, an IBM company

Apr 9

How to Create Vector Embeddings in Python

#python #genai #vectordatabase

9 min read

Team TigerData for Tiger Data (Creators of TimescaleDB)

Apr 9

Agentic RAG Best Practices: A Complete Guide for Building AI Apps With PostgreSQL

#ai #tutorial #postgres #vectordatabase

3 min read

Cover image for Visual Grounding from Docling!

Apr 9

Visual Grounding from Docling!

#docling #vectordatabase #rag #llm

6 min read

Cover image for How to Create Vector Embeddings in Node.js

Phil Nash for DataStax, an IBM company

Apr 3

How to Create Vector Embeddings in Node.js

#node #genai #vectordatabase #javascript

9 min read

David Mezzetti for NeuML

Mar 5

OpenAI Compatible API

#ai #llm #rag #vectordatabase

11 min read

Cover image for AWS Graviton 3 > Graviton 4 for Vector Similarity Search

Mar 30

AWS Graviton 3 > Graviton 4 for Vector Similarity Search

#programming #vectordatabase #cpp #aws

12 min read

Cover image for Understanding The Math Behind RRF and DBSF with Examples

Mar 30

Understanding The Math Behind RRF and DBSF with Examples

#qdrant #rrf #dbsf #vectordatabase

6 min read

Cover image for Harnessing the Power of Vector Embeddings in Google Apps Script with Vertex AI

Justin Poehnelt for Google Workspace Developers

Mar 27

Harnessing the Power of Vector Embeddings in Google Apps Script with Vertex AI

#appsscript #ai #googleworkspace #vectordatabase

5 min read

Cover image for 🧭 Part 3: Implementing Vector Search with Pinecone

Praveen

Mar 27

🧭 Part 3: Implementing Vector Search with Pinecone

#pinecone #vectordatabase #rag #langchain

2 min read

Franck Pachot for MongoDB

Mar 26

MongoDB Vector Search Index, With Local Atlas and Ollama

#mongodb #vectordatabase #llm #ai

4 min read

Muhammad Nauman

Feb 18

RAG: What, Why and How

#ai #rag #llm #vectordatabase

6 min read

Feb 17

The Magic of Embeddings: How AI Understands Language Like Humans

#vectordatabase #machinelearning #ai #datascience

4 min read

Cover image for Exploring RAG: Hypothetical Document Embeddings (HyDE)

Dev J. Shah 🥑

Mar 22

Exploring RAG: Hypothetical Document Embeddings (HyDE)

#rag #vectordatabase #llm

2 min read

Akif Kaya

Mar 21

Building a Semantic Meme Search Engine

#serverless #vectordatabase #webdev #typescript

6 min read

Cover image for How to Use AI in Web Development: Integrating ChatGPT, LangChain, and Vector Databases

Feb 17

How to Use AI in Web Development: Integrating ChatGPT, LangChain, and Vector Databases

#chatgpt #langchain #webdev #vectordatabase

3 min read

Shiv Iyer

Feb 12

What are some practical use cases for the MERGE command in data warehousing?

#datascience #vectordatabase #analytics #sql

3 min read

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