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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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Open source semantic embedding, search & clustering in NodeJS

Open source semantic embedding, search & clustering in NodeJS

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3 min read
AIM Weekly 19 August 2024

AIM Weekly 19 August 2024

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8 min read
Semantic Search and Algorithms

Semantic Search and Algorithms

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3 min read
From Notebook to Serverless: Creating a Multimodal Search Engine with Amazon Bedrock and PostgreSQL

From Notebook to Serverless: Creating a Multimodal Search Engine with Amazon Bedrock and PostgreSQL

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3 min read
Desplegando una Aplicación de Embeddings Serverless con AWS CDK, Lambda y Amazon Aurora PostgreSQL

Desplegando una Aplicación de Embeddings Serverless con AWS CDK, Lambda y Amazon Aurora PostgreSQL

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6 min read
Vector Databases vs Graph Databases: Which is Best for Retrieval-Augmented Generation (RAG)?

Vector Databases vs Graph Databases: Which is Best for Retrieval-Augmented Generation (RAG)?

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4 min read
Building a restaurant recommendation system using vector search

Building a restaurant recommendation system using vector search

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3 min read
100 Days of Generative AI - Building Your First RAG Application Using Open-Source tools: Day 8

100 Days of Generative AI - Building Your First RAG Application Using Open-Source tools: Day 8

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5 min read
AI-Powered Bot using Vectorized knowledge Architecture

AI-Powered Bot using Vectorized knowledge Architecture

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4 min read
Construyendo un Motor de Búsqueda Multimodal con Amazon Titan Embeddings, Aurora Serveless PostgreSQL y LangChain

Construyendo un Motor de Búsqueda Multimodal con Amazon Titan Embeddings, Aurora Serveless PostgreSQL y LangChain

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4 min read
De Notebook a Serverless: Creando un Motor de Búsqueda Multimodal con Amazon Bedrock y PostgreSQL

De Notebook a Serverless: Creando un Motor de Búsqueda Multimodal con Amazon Bedrock y PostgreSQL

1
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4 min read
Deploying Serverless Embedding App with AWS CDK, Lambda and Amazon Aurora PostgreSQL

Deploying Serverless Embedding App with AWS CDK, Lambda and Amazon Aurora PostgreSQL

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6 min read
Building a Multimodal Search Engine with Amazon Titan Embeddings, Aurora Serveless PostgreSQL and LangChain

Building a Multimodal Search Engine with Amazon Titan Embeddings, Aurora Serveless PostgreSQL and LangChain

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4 min read
PGVector's Missing Features

PGVector's Missing Features

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4 min read
Quick tip: Build Vector Embeddings for Video via Python Notebook & OpenAI CLIP

Quick tip: Build Vector Embeddings for Video via Python Notebook & OpenAI CLIP

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7 min read
AIM Weekly 02 September 2024

AIM Weekly 02 September 2024

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2 min read
Help: creating Anthropic based OpenAI Assistants-like API

Help: creating Anthropic based OpenAI Assistants-like API

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1 min read
Vector Streaming with EmbedAnything

Vector Streaming with EmbedAnything

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4 min read
How to choose a vector database: Pinecone, Weaviate, MongoDB Atlas, SemaDB

How to choose a vector database: Pinecone, Weaviate, MongoDB Atlas, SemaDB

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2 min read
How to build a movie recommendation app without the complexities of vector databases

How to build a movie recommendation app without the complexities of vector databases

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7 min read
Mocking an LLM Embedder Targeting MongoDB Atlas

Mocking an LLM Embedder Targeting MongoDB Atlas

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8 min read
Retrieval Augmented Generation with Citations

Retrieval Augmented Generation with Citations

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5 min read
🌐 MongoDB在金融行业: 向量搜索和ACID事务 💰

🌐 MongoDB在金融行业: 向量搜索和ACID事务 💰

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1 min read
d[IA]gnosis: developing RAG applications with IRIS for Healt

d[IA]gnosis: developing RAG applications with IRIS for Healt

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5 min read
d[IA]gnosis: Vectorizing Diagnostics with Embedded Python and LLM Models

d[IA]gnosis: Vectorizing Diagnostics with Embedded Python and LLM Models

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5 min read
Qdrant Explained: The Future of Vector Databases

Qdrant Explained: The Future of Vector Databases

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7 min read
A Beginner's Practical Guide to Vector Database: ChromaDB

A Beginner's Practical Guide to Vector Database: ChromaDB

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2 min read
Word Embeddings in NLP

Word Embeddings in NLP

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5 min read
RAG - Powered

RAG - Powered

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9 min read
Embeddings index format for open data access

Embeddings index format for open data access

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5 min read
AIM Weekly for 29 July 2024

AIM Weekly for 29 July 2024

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4 min read
Vector Library versus Vector Database

Vector Library versus Vector Database

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7 min read
New Article: Unleash the Power of Embedding Models! 🚀

New Article: Unleash the Power of Embedding Models! 🚀

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1 min read
AIM Weekly - 26 August 2024

AIM Weekly - 26 August 2024

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6 min read
An Introduction to Vector Embeddings: What They Are and How to Use Them

An Introduction to Vector Embeddings: What They Are and How to Use Them

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9 min read
🌐 MongoDB in the Financial Industry: Vector Search and ACID-Compliant Transactions 💰

🌐 MongoDB in the Financial Industry: Vector Search and ACID-Compliant Transactions 💰

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3 min read
Milvus Adventures August 7, 2024

Milvus Adventures August 7, 2024

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3 min read
Scaling Vector Databases to Meet Enterprise Demands

Scaling Vector Databases to Meet Enterprise Demands

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5 min read
What are Vector Databases? A Beginner's Guide

What are Vector Databases? A Beginner's Guide

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10 min read
Milvus Adventures August 14, 2024

Milvus Adventures August 14, 2024

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3 min read
Advanced Indexing Techniques with LlamaIndex and Ollama: Part 2

Advanced Indexing Techniques with LlamaIndex and Ollama: Part 2

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4 min read
Top 5 Vector Databases in 2024

Top 5 Vector Databases in 2024

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6 min read
From Rows and Columns to Vectors: The Evolutionary Journey of Database Technologies

From Rows and Columns to Vectors: The Evolutionary Journey of Database Technologies

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6 min read
🤖 100 Days of Generative AI - Day 6 - What is a Vector Database? 🤖 

🤖 100 Days of Generative AI - Day 6 - What is a Vector Database? 🤖 

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2 min read
AIM Weekly for 12 August 2024

AIM Weekly for 12 August 2024

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7 min read
🚀 教程:通过 MongoDB 向量搜索财务 PDF 报告 (本地嵌入)

🚀 教程:通过 MongoDB 向量搜索财务 PDF 报告 (本地嵌入)

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4 min read
🚀 Tutorial: local embedding financial PDF reports by MongoDB vector search

🚀 Tutorial: local embedding financial PDF reports by MongoDB vector search

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5 min read
🌐 Financial Industry Side Chat: MongoDB Atlas Vector Search Real-World User Case (Search Internal PDF Documents) 💰

🌐 Financial Industry Side Chat: MongoDB Atlas Vector Search Real-World User Case (Search Internal PDF Documents) 💰

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2 min read
How to Connect to Milvus Lite Using LangChain and LlamaIndex

How to Connect to Milvus Lite Using LangChain and LlamaIndex

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4 min read
AIM Weekly for 05 August 2024

AIM Weekly for 05 August 2024

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5 min read
A Review of Hybrid Search in Milvus

A Review of Hybrid Search in Milvus

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8 min read
Milvus Adventures July 20, 2024

Milvus Adventures July 20, 2024

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3 min read
Pre-Cloud Development Chatbot with Streamlit, Langchain, OpenAI and MongoDB Atlas Vector Search

Pre-Cloud Development Chatbot with Streamlit, Langchain, OpenAI and MongoDB Atlas Vector Search

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8 min read
Milvus Adventures July 29, 2024

Milvus Adventures July 29, 2024

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4 min read
From 200 AI Directories to My Own Search Engine: The Birth of AskAITools

From 200 AI Directories to My Own Search Engine: The Birth of AskAITools

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3 min read
Quick tip: SingleStore Kai support for MongoDB $vectorSearch

Quick tip: SingleStore Kai support for MongoDB $vectorSearch

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4 min read
AIM Weekly for 24 June 2024

AIM Weekly for 24 June 2024

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4 min read
Bedrock - Conhecendo o recurso de Knowledge Bases

Bedrock - Conhecendo o recurso de Knowledge Bases

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5 min read
Indexing All of Wikipedia on a Laptop

Indexing All of Wikipedia on a Laptop

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8 min read
AIM Weekly 17 June 2024

AIM Weekly 17 June 2024

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5 min read
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