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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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Generate knowledge with Semantic Graphs and RAG

Generate knowledge with Semantic Graphs and RAG

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13 min read
Building a Recommender System using vector databases

Building a Recommender System using vector databases

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7 min read
Quick tip: Using Approximate Nearest Neighbor (ANN) Search with SingleStoreDB

Quick tip: Using Approximate Nearest Neighbor (ANN) Search with SingleStoreDB

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9 min read
Vector Database 101: Resources and Events to Learn about Vector DBs in 2024

Vector Database 101: Resources and Events to Learn about Vector DBs in 2024

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4 min read
What are Vector Embeddings?

What are Vector Embeddings?

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6 min read
12 Must-Have Resources for Mastering Milvus - Your Gateway to Seamless Vector Workloads

12 Must-Have Resources for Mastering Milvus - Your Gateway to Seamless Vector Workloads

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3 min read
Announcing Dragonfly Search

Announcing Dragonfly Search

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10 min read
API Authorization and Authentication

API Authorization and Authentication

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4 min read
Using BioBERT and Qdrant to Power Semantic Search on Medical Q&A data

Using BioBERT and Qdrant to Power Semantic Search on Medical Q&A data

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13 min read
Quick tip: Dot Product, Euclidean Distance and Cosine Similarity in SingleStoreDB

Quick tip: Dot Product, Euclidean Distance and Cosine Similarity in SingleStoreDB

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6 min read
AI-Powered Social Search Using Qdrant DB

AI-Powered Social Search Using Qdrant DB

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6 min read
Finding Answers in Complex Standardization Documents Using Qdrant

Finding Answers in Complex Standardization Documents Using Qdrant

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8 min read
Top 5 Vector Database Videos of 2023 🎥

Top 5 Vector Database Videos of 2023 🎥

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2 min read
What's going on in the Zilliz Universe? December 2023

What's going on in the Zilliz Universe? December 2023

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3 min read
Goodbye databases, it’s time to embrace Vector Databases!

Goodbye databases, it’s time to embrace Vector Databases!

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9 min read
Creating a Smart Second Brain: Leveraging Cloudflare Workers, Vectorize, and OpenAI

Creating a Smart Second Brain: Leveraging Cloudflare Workers, Vectorize, and OpenAI

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8 min read
Integrate LLM Frameworks

Integrate LLM Frameworks

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5 min read
Holiday Hackathon

Holiday Hackathon

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2 min read
Building a Multidocument Chatbot using Mistral 7B, Qdrant, and Langchain

Building a Multidocument Chatbot using Mistral 7B, Qdrant, and Langchain

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9 min read
Milvus Adventures December 1, 2023

Milvus Adventures December 1, 2023

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3 min read
Build RAG pipelines with txtai

Build RAG pipelines with txtai

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8 min read
Coding in the Shadows: Hidden Gems of Lisp, Clojure, and Friends

Coding in the Shadows: Hidden Gems of Lisp, Clojure, and Friends

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10 min read
Make Notion search great again: Vector Database

Make Notion search great again: Vector Database

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12 min read
Enhancing Large Language Models with Vectorized Databases: Powering AI at Scale

Enhancing Large Language Models with Vectorized Databases: Powering AI at Scale

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3 min read
Understanding simple-pgvector-python: A Tool for Vector Search in Python

Understanding simple-pgvector-python: A Tool for Vector Search in Python

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1 min read
AutoGPT gives up vector databases, Do we still need them?

AutoGPT gives up vector databases, Do we still need them?

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3 min read
Building a vector similarity search app with Azure AI Vision and PostgreSQL

Building a vector similarity search app with Azure AI Vision and PostgreSQL

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5 min read
Custom API Endpoints

Custom API Endpoints

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3 min read
All about vector quantization

All about vector quantization

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5 min read
Milvus Adventures

Milvus Adventures

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3 min read
Xata Community Spotlight: Extracting News and Research With Chat Interactions

Xata Community Spotlight: Extracting News and Research With Chat Interactions

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4 min read
Make Notion search great again: Notion API

Make Notion search great again: Notion API

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6 min read
Milvus Adventures | October 13, 2023

Milvus Adventures | October 13, 2023

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3 min read
How to use Weaviate to store and query vector embeddings

How to use Weaviate to store and query vector embeddings

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7 min read
How to build a content recommendation feature using Flutter, Open AI, and Supabase

How to build a content recommendation feature using Flutter, Open AI, and Supabase

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8 min read
Best Vector Databases: Open Source Wins Again?

Best Vector Databases: Open Source Wins Again?

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6 min read
SQLite vs. Chroma: A Comparative Analysis for Managing Vector Embeddings

SQLite vs. Chroma: A Comparative Analysis for Managing Vector Embeddings

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4 min read
Milvus Adventures

Milvus Adventures

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2 min read
Make Notion search great again: semantic search

Make Notion search great again: semantic search

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6 min read
How to use Chroma to store and query vector embeddings

How to use Chroma to store and query vector embeddings

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5 min read
Make Notion search great again: vector embeddings

Make Notion search great again: vector embeddings

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8 min read
Moving from Typescript and Langchain to Rust and Loops

Moving from Typescript and Langchain to Rust and Loops

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6 min read
External database integration

External database integration

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9 min read
Benefits of hybrid search

Benefits of hybrid search

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5 min read
Building an efficient sparse keyword index in Python

Building an efficient sparse keyword index in Python

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9 min read
💡 What's new in txtai 6.0

💡 What's new in txtai 6.0

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9 min read
20x Faster as the Beginning: Introducing pgvecto.rs extension written in Rust

20x Faster as the Beginning: Introducing pgvecto.rs extension written in Rust

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4 min read
Do we really need a specialized vector database?

Do we really need a specialized vector database?

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11 min read
Using Postgresql pg_vector for AI: Part 1, WTF is a Vector Anyway?

Using Postgresql pg_vector for AI: Part 1, WTF is a Vector Anyway?

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5 min read
How to install the Weaviate vector database on Debian 12

How to install the Weaviate vector database on Debian 12

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2 min read
How to use Weaviate to store OpenAI embedding vectors in a Golang program

How to use Weaviate to store OpenAI embedding vectors in a Golang program

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6 min read
Why your brain is 3 million times more efficient than GPT-4 - introduction to Vector Databases and their comparison

Why your brain is 3 million times more efficient than GPT-4 - introduction to Vector Databases and their comparison

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24 min read
Should You Use IVFFlat Indexing with pgvector?

Should You Use IVFFlat Indexing with pgvector?

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2 min read
Using Pinecone and Embeddings

Using Pinecone and Embeddings

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8 min read
Quick tip: Using SingleStoreDB with LlamaIndex

Quick tip: Using SingleStoreDB with LlamaIndex

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5 min read
Image Vector Similarity Search with Azure Computer Vision and PostgreSQL

Image Vector Similarity Search with Azure Computer Vision and PostgreSQL

2
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13 min read
Quick tip: SingleStoreDB integration with LangChain

Quick tip: SingleStoreDB integration with LangChain

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3 min read
Using Vector Databases(Pinecone) with data(JSON,tabular).

Using Vector Databases(Pinecone) with data(JSON,tabular).

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4 min read
Building a vector database sidecar for semantic search & entity resolution

Building a vector database sidecar for semantic search & entity resolution

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7 min read
Unveiling the Hype: What Are Vector Databases and Why They're the Talk of the Town!

Unveiling the Hype: What Are Vector Databases and Why They're the Talk of the Town!

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4 min read
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