SQL Tag

Enhance Your RAG Application with Advanced SQL Vector Queries

Retrieval-augmented generation (RAG) has revolutionized the way we interact with data, offering unparalleled performanc ...

Don’t Build Your Future on Specialized Vector Databases

With the rise of AI, vector databases have gained significant attention due to their ability to efficiently store, manage and retrieve large-scale, high-dimensional data. This capability is crucial fo ...

Complex Queries with MyScaleDB: When Powerful SQL Queries Meet Vector Search

Vector search looks for similar vectors or data points in a dataset based on their vector representations. Unlike proprietary vector databases such as Pinecone, Milvus, Qdrant, and Weaviate, MyScaleDB ...

SQL Vector Databases are Shaping the New LLM and Big Data Paradigm

The rise of powerful large language models (LLMs) like GPT-4, Gemini 1.5 and Claude 3 has been a game-changer in AI and technology. With some models capable of processing over [1 million tokens](https ...

Why SQL for Retrieval-Augmented Generation (RAG) System

Retrieval augmented generation (RAG) has proved to be a revolutionary technique in the domain of Natural Language Processing (N ...

Introducing Capacity-Optimized Pods in MyScale

Large Language Model—LLM—applications, such as Retrieval-Augmented Generation (RAG) apps, are fueling a surge in vector database usage. Many LLM- ...

Getting Started with MyScale

Data is at the heart of nearly every organization today. As data volumes continue to explode, companies must find ways to effectively store, process, and analyze their data. This has led to an explosi ...

A Deep Dive into SQL Vector Databases

Large Language Models (LLMs) have made many tasks easier like making chatbots, language translation, text summarization, and many more. In the past, we used to write models for different tasks, and th ...

Filtering with MyScale: When SQL WHERE Meets Vector Search

Vector databases offer lightning-fast retrieval on similar objects stored in between billions of records. However, you may also be interested in searching for related objects that match a specific set ...

SQL+Vector: Empowering GenAI Applications with Relational Vector Databases

This article is based on the keynote speech given by MyScale CEO at The AI Conference 2023. Vector Databases + LLMs is a Key Stack to Build GenAI Applications In a ...

Gonex Unleashes HR System Efficiency Using MyScale with High Availability and Multi-Tenancy

In today's fast-growing and dynamic global business landscape, Human Resource (HR) teams (especially from cross-border organizations) face ever-increasing challenges in efficiently maintaining legal a ...

Migrate Vector Data from PostgreSQL to MyScale

Update (2023-10-17): Check out our new blog post [Comparing MyScale with Postgres and OpenSearch: An Exploration into Integrated Vector Databases](https://myscale.com/blog/myscale-vs-postgres-op ...