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Everything you need to know about Vector Databases — A Deep Dive


The Intersection of Vector Databases and Product Management

To achieve scalable and cost-effective performance, vector databases leverage horizontal scaling. By dividing the vectors into shards and replicas across ...

Attack Vector Deep Dive: Exposed Databases

What are some of the root causes behind this issue, and how significant of a risk do unsecured databases pose for enterprises? MongoDB and ...

Vector databases (3): Not all indexes are created equal

As we know, the primary aim of a vector database is to provide a fast and efficient means to store and semantically query data, in a way that ...

What is vector search? Better search with ML - Elastic

That's because vector embedding captures the unstructured data beyond text, such as videos, images, and audio. You can enhance the search experience by ...

Jepsen: Bufstream 0.1 - Hacker News

Seems like Jepsen should do another Kafka deep-dive. ... Jepsen is for making you cry if you didn't know they're testing the database you develop.

Architecture Deep Dive, how to build a vector database - YouTube

... we write a lot - LSM 18:42 – Multi-shard index 24:02 – Partitioning Data (Sharding) 26:30 – How do you partition your data? 29:15 – A shard ...

Vectorize: a vector database for shipping AI-powered applications to ...

Machine learning models can't remember anything: only what they were trained on. ... Vector databases are designed to solve this, by capturing how ...

What Powers Similarity Search in Milvus Vector Database?

Index is a type of independent data structure from the original vector data. Indexing requires four steps: create an index, train data, insert ...

Introduction to LangChain: Vector Database Basics

Deep Dive: How do Vector Databases Work · using an approximate nearest neighbors search. · We are going to cover why we need Vector databases in ...

Everything You Can Do with 5 Million Vectors - MyScale

During this time a lot of vector databases have emerged to fulfill the needs and demands of developing applications. While vector databases have ...

A Deep Dive into Qdrant, the Rust-Based Vector Database

Vector Databases have become the go-to place for storing and indexing the representations of unstructured and structured data.

Everything You Need To Know About The Role Of Vector Databases ...

Vector databases matter because, amongst many other things, they help you understand how your AI experience is working and where you can improve.

Cassandra Deep Dive for System Design Interviews

... database, the "access patterns" of the application must be considered first and foremost. It also is important to understand what data is needed in each ...

Pulling JSON in CLOB field - oracle database - Stack Overflow

You would need to use Kafka Streams / ksqlDB to parse/decode base64 ... deep-dive-converters-serialization-explained/ · Share. Share a ...

WTF Is a Vector Database: A Beginner's Guide! - DEV Community

Vector databases have gained significant importance in various fields due to their unique ability to efficiently store, index, and search high-dimensional data ...

What Is Retrieval-Augmented Generation aka RAG - NVIDIA Blog

... learn and generate any text output you wanted,” Lewis recalled. ... vector databases, for new and updated knowledge bases as they become ...

Episode 3: Vector databases for generative AI applications - YouTube

skills while on holiday. Episode 3: Vector databases for generative AI applications Join us for a deep dive into the role of vector databases ...

Database | Oracle

... all apps. Download Oracle Database 23ai. Oracle Database 23ai highlights. Feature deep-dives with examples to allow you can get up and running quickly. Learn ...

What Is Machine Learning (ML)? - IBM

You can think of deep learning as "scalable machine learning ... For a deep dive into the differences between these approaches, check out "Supervised vs.

Assistants API deep dive Beta - OpenAI API

This guide goes deeper into each of these concepts. If you want to get started coding right away, check out the Assistants API Quickstart. Creating Assistants.