Data Science Current

Introduction to Redis OM in Python

Analytics Vidhya

JANUARY 25, 2023

Introduction Redis OM is a widely used in-memory database deployed as a cache or database and message broker. Redis supports several data types, including strings, lists, sets, and hyperloglogs. It is well-suited for high-performance, real-time applications that need low-latency data access.

Python

Python Database Analytics Analytics

Introduction to Redis Using Python

Analytics Vidhya

JUNE 27, 2022

Introduction Redis is a popular in-memory key-value data store, which is a type of NoSQL database. Redis is chiefly used as a cache database, but its application does not end there. You can find many articles explaining how Redis can be the all-in-one […]. This article was published as a part of the Data Science Blogathon.

Python

Python Database Data Science Analytics

Complete Guide to Pub/Sub in Redis

Analytics Vidhya

MARCH 31, 2023

Publishers can publish […] The post Complete Guide to Pub/Sub in Redis appeared first on Analytics Vidhya. These senders are called Publishers, responsible for publishing these messages, and the receivers are called Subscribers who subscribe to these Publishers to receive their notifications.

Analytics

Analytics Analytics Data Warehouse Cloud Computing

Webinars

Generative AI Deep Dive: Advancing from Proof of Concept to Production

Understanding User Needs and Satisfying Them

Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

The Project Clinic: Assessing Project Health, Planning, and Execution

Leading the Development of Profitable and Sustainable Products

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Running Redis on Google Colab

KDnuggets

JANUARY 14, 2022

Open source Redis is being increasingly used in Machine Learning, but running it on Colab is different compared to on your local machine or with Docker. Read on for a 2-step tutorial on how to do it.

Machine Learning

Machine Learning Machine Learning Data Science

Redis Adopts Dual Source-Available Licensing

Hacker News

MARCH 20, 2024

Beginning today, all future versions of Redis will be released with source-available licenses. Read more on the blog.

Valkey is Rapidly Overtaking Redis

Hacker News

APRIL 19, 2024

Redis is taking it in the chops, as both maintainers and customers move to the Valkey Redis fork.

Database

Redis Interview Questions: Preparing You for Your First Job

Analytics Vidhya

FEBRUARY 2, 2023

And one […] The post Redis Interview Questions: Preparing You for Your First Job appeared first on Analytics Vidhya. Besides different programming language skills and AI/ML skills, recruiters are always on the hunt for more knowledgeable workers with an idea of as many databases as possible.

ML

ML ML Database Data Engineering

Redis License Changed

Hacker News

MARCH 20, 2024

Redis is an in-memory database that persists on disk. redis/LICENSE.txt at unstable · redis/redis The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Sets, Hashes, Streams, HyperLogLogs, Bitmaps.

Database

Database Data Modeling Data Models

The race to replace Redis

Hacker News

MARCH 28, 2024

On March 21, Redis Ltd. announced that the Redis "in-memory data store" project would now be released under non-free, source-available licenses, starting with Redis 7.4. The news is unwelcome, but not entirely unexpected.

Caching with Redis

Hacker News

FEBRUARY 13, 2024

How actually do Redis work and various Redis deployments and their trade-offs.

Redis' license change and forking are a mess that everybody can feel bad about

Hacker News

APRIL 2, 2024

Cloud firms want a version of Redis that's still open to managed service resale.

IKV: embedded key-value store, 100x faster than Redis

Hacker News

FEBRUARY 23, 2024

100x faster than Redis. High-performance key-value store for ML inference. inlinedio/ikv-store

ML

ML ML

SableDb – Fast, persistent database supporting Redis API

Hacker News

APRIL 4, 2024

Ultra fast, persistent database supporting Redis API - sabledb-io/sabledb

Database

A Beginners Handbook for RedisGears in Python

Analytics Vidhya

MARCH 29, 2023

Introduction Redis is a popular in-memory database that may be a cache, database, or message broker. Strings, lists, sets, geospatial indexes, and hyperloglogs are some of the data types supported by Redis in python. It’s suitable for high-performance, real-time applications that are in need of low-latency data access.

Python

Python Database Analytics Analytics

Ways to shoot yourself in the foot with Redis

Hacker News

JULY 29, 2023

Now I'll show you how I've done it with Redis too. I've caused plenty and hope that by sharing them publicly, it might help some people bypass part one of the production outage learning syllabus. Previously I discussed ways I've broken prod with PostgreSQL and with healthchecks.

Amazon MemoryDB: A fast and durable memory-first cloud database

Hacker News

APRIL 25, 2024

Amazon MemoryDB for Redis is a database service designed for 11 9s of durability with in-memory performance. In this paper, we describe the architecture of MemoryDB and how we leverage open-source Redis, a popular data structure store, to build an enterprise-grade cloud database.

Database

Redis Is Forked

Hacker News

APRIL 16, 2024

Where do we go from here?

We are under DDoS attack and we do nothing

Hacker News

MARCH 30, 2024

Modern, native SQL client with intuitive GUI tools to create, access, query & edit multiple relational databases: MySQL, PostgreSQL, SQLite, Microsoft SQL Server, Amazon Redshift, MariaDB, CockroachDB, Vertica, and Redis.

SQL

SQL Database

Garnet – A new remote cache-store from Microsoft Research

Hacker News

MARCH 18, 2024

Garnet can work with existing Redis clients. Garnet is a remote cache-store from Microsoft Research that offers strong performance (throughput and latency), scalability, storage, recovery, cluster sharding, key migration, and replication features. microsoft/garnet

Clustering

Introduction to Memcached using Python

Analytics Vidhya

JUNE 28, 2022

In my previous article, I explained Redis which […]. It is an in-memory key-value data store, which makes it a type of NoSQL database. Memcached is used by tech giants like Facebook, Twitter, Instagram, and Netflix. The post Introduction to Memcached using Python appeared first on Analytics Vidhya.

Python

Python Database Data Science Analytics

KDnuggets™ News 22:n03, Jan 19: A Deep Look Into 13 Data Scientist Roles and Their Responsibilities; Top Five SQL Window Functions You Should Know For Data Science Interviews

KDnuggets

JANUARY 19, 2022

A Deep Look Into 13 Data Scientist Roles and Their Responsibilities; Top Five SQL Window Functions You Should Know For Data Science Interviews; 5 Things to Keep in Mind Before Selecting Your Next Data Science Job; Models Are Rarely Deployed: An Industry-wide Failure in Machine Learning Leadership; Running Redis on Google Colab.

Data Scientist

Data Scientist Data Science SQL Machine Learning

How Redis is Fueling the Generative AI Wave

Flipboard

NOVEMBER 24, 2023

"We've also been advancing our ecosystem integration, including collaborating with LangChain. This led to Harrison's OpenGPT on Rediscloud, leveraging our vector embedding and search capabilities," said Tim Hall, chief product officer, told AIM.

AI

AI AI Computer Science Computer Science

Why AutoGPT engineers ditched vector databases

Hacker News

OCTOBER 9, 2023

AutoGPT decided to drop the support for vector databases: Pinecone, Milvus, Redis, Weaviate - all gone. What has happened to the original idea of efficiently storing agent's memories?

Database

Story: Redis and its creator antirez

Hacker News

MAY 9, 2023

Comments (..)

Chat Beyond Basic Bot Responses

Mlearning.ai

AUGUST 14, 2023

Creating Contextual, Personalized Chatbots with ChatGPT and Redis We’ve all seen how helpful generative AI can be and since the advent of ChatGPT , AI has taken the industry by storm. To achieve this, we harness the power of Redis, a versatile in-memory data structure store, for effective context management and message retrieval.

Database

Database AI AI Python

HashiCorp switching to BSL shows a need for open charter companies

Hacker News

AUGUST 23, 2023

MariaDB was first with its introduction of the Business Source License (BSL) in 2016 and was closely followed by MongoDB, Confluent, Redis Labs, and others. In recent years, several high-profile open source companies have made headlines by shifting their licensing agreements away from purely open source models.

Build Your Own Redis with C/C++

Hacker News

MARCH 18, 2023

Comments (..)

The first version of Redis, written in Tcl (2009)

Hacker News

MAY 18, 2023

Comments (..)

KeyDB – multi-threaded Redis fork by Snapchat

Hacker News

MAY 20, 2023

Comments (..)

Semantic Caching in Generative AI Chatbots

Towards AI

MARCH 11, 2024

A typical web application might use a NoSQL database like Redis as a cache. This type of cache is called a Read Through cache. You can read more about different caching strategies on ByteByteGo here. In contrast, it would use a traditional SQL database like PostgreSQL as the actual transactional database, which is the final source of truth.

Database

Database AI AI SQL

The “Build Your Own Redis” Book Is Completed

Hacker News

JANUARY 29, 2023

Comments (..)

Top 9 YouTube channels to learn large language models ?

Data Science Dojo

NOVEMBER 3, 2023

Learn about Llama Index, LangChain, Redis, Retrieval Augmented Generation, AI observability, and more with this channel. If so, then hop on to this channel now because it covers a number of tutorials, master classes, and free crash courses pertaining to large language models.

Natural Language Processing

Natural Language Processing Artificial Intelligence Artificial Intelligence Machine Learning

YouTube channels to get started with large language models ?

Data Science Dojo

NOVEMBER 3, 2023

Learn about Llama Index, LangChain, Redis, Retrieval Augmented Generation, AI observability, and more with this channel. If so, then hop on to this channel now because it covers a number of tutorials, master classes, and free crash courses pertaining to large language models.

Natural Language Processing

Natural Language Processing Artificial Intelligence Artificial Intelligence Machine Learning

Databases are the unsung heroes of AI

Dataconomy

AUGUST 7, 2023

Redis Redis stands out as an open-source, in-memory data structure that has gained recognition for its versatility and robust feature set. Furthermore, Redis encompasses a rich spectrum of functionalities, including support for transactions, scripting capabilities, and data replication, which enhances data durability and availability.

Database

Database AI AI ML

Top 9 YouTube channels to learn large language models ?

Data Science Dojo

NOVEMBER 3, 2023

Learn about Llama Index, LangChain, Redis, Retrieval Augmented Generation, AI observability, and more with this channel. If so, then hop on to this channel now because it covers a number of tutorials, master classes, and free crash courses pertaining to large language models.

Natural Language Processing

Natural Language Processing Artificial Intelligence Artificial Intelligence Machine Learning

Creating AI assistant with GPT and Ruby and Redis using embeddings

Hacker News

APRIL 26, 2023

Comments (..)

AI

AI AI

How we matured our ML-on-Kubernetes capabilities and saved on cloud costs

Snorkel AI

SEPTEMBER 5, 2023

More detail on our autoscaling solution We can bucket our implementation of the solution described above into three sequential efforts: First, we implemented “worker autoscaling,” a custom Redis-based autoscaling service that allows our worker pods to scale up and down based on jobs in the workers’ queues. overnight).

ML

ML ML Clustering Machine Learning

Cracking the large language models code: Exploring top 20 technical terms in the LLM vicinity

Data Science Dojo

AUGUST 18, 2023

Redis Redis is an in-memory data store that can be used to store and retrieve data quickly. Redis is a popular choice for NLP applications because it is fast and scalable. It is often used as a cache for web applications, but it can also be used for other purposes, such as storing embeddings.

Natural Language Processing

Natural Language Processing Database AI AI

Top Databases for Artificial Intelligence, IoT, Deep Learning, Machine Learning, Data Science, and Other Software Applications

Flipboard

JULY 23, 2023

Redis : It’s a well-known open-source database. Redis can be used as a distributed key-value database that runs in memory. It’s also a Converged database with great OLAP functionality owing to IBM BLU Acceleration. DB2 LUW was also available for Windows, Linux, and Unix. It can handle massive amounts of data.

Artificial Intelligence

Artificial Intelligence Artificial Intelligence Database Deep Learning

Building A Distributed App for Computer Vision Tasks

Mlearning.ai

MARCH 20, 2023

link] This is a Flask App that utilizes Celery for task management and processing and Redis for brokering messages between the Celery worker and the Flask app and cacheing data from the task results. The focus of this project is to explain how to build a simplified version of this concept and show how the functionality can be scaled.

Python

Python AI AI ML

How to use VPN with a VPC hub-and-spoke architecture

IBM Journey to AI blog

MAY 22, 2023

If configured, even the private Redis instance in the spoke can be accessed from the enterprise. The details of private DNS configuration and forwarding are covered in this section of part 2 of the tutorial.

Python

Python Clustering Database

How we increased or ML on Kubernetes capabilities and saved cloud costs

Snorkel AI

SEPTEMBER 5, 2023

More detail on our autoscaling solution We can bucket our implementation of the solution described above into three sequential efforts: First, we implemented “worker autoscaling,” a custom Redis-based autoscaling service that allows our worker pods to scale up and down based on jobs in the workers’ queues. overnight).

ML

ML ML Clustering Machine Learning

NVIDIA is elevating AI deployment to new efficiencies with NIM

Dataconomy

MARCH 19, 2024

Vector database functionality is pivotal for activating RAG, supported by various vector database providers, including Apache Lucene, Datastax, Faiss, Kinetica, Milvus, Redis, and Weaviate. NVIDIA , along with a consortium of leading data providers, views NIM as a solution to this dilemma. Featured image credit: Kerem Gülen/DALL-E 3

AI

AI AI Database Azure

Roadmap to learning Large Language Models

Data Science Dojo

NOVEMBER 18, 2023

Delve deeper into these challenges with the below talk: [link] Step 6: Building Your Own ChatGPT Learn how to build your own ChatGPT or a custom large language model using different AI platforms like Llama Index, LangChain, and more.

Deep Learning

Deep Learning Deep Learning Database Natural Language Processing

Introduction to Redis OM in Python

Introduction to Redis Using Python

Webinars

Trending Sources

Complete Guide to Pub/Sub in Redis

Webinars

Running Redis on Google Colab

Redis Adopts Dual Source-Available Licensing

Valkey is Rapidly Overtaking Redis

Redis Interview Questions: Preparing You for Your First Job

Redis License Changed

The race to replace Redis

Caching with Redis

Redis' license change and forking are a mess that everybody can feel bad about

IKV: embedded key-value store, 100x faster than Redis

SableDb – Fast, persistent database supporting Redis API

A Beginners Handbook for RedisGears in Python

Ways to shoot yourself in the foot with Redis

Amazon MemoryDB: A fast and durable memory-first cloud database

Redis Is Forked

We are under DDoS attack and we do nothing

Garnet – A new remote cache-store from Microsoft Research

Introduction to Memcached using Python

KDnuggets™ News 22:n03, Jan 19: A Deep Look Into 13 Data Scientist Roles and Their Responsibilities; Top Five SQL Window Functions You Should Know For Data Science Interviews

How Redis is Fueling the Generative AI Wave

Why AutoGPT engineers ditched vector databases

Story: Redis and its creator antirez

Chat Beyond Basic Bot Responses

HashiCorp switching to BSL shows a need for open charter companies

Build Your Own Redis with C/C++

The first version of Redis, written in Tcl (2009)

KeyDB – multi-threaded Redis fork by Snapchat

Semantic Caching in Generative AI Chatbots

The “Build Your Own Redis” Book Is Completed

Top 9 YouTube channels to learn large language models ?

YouTube channels to get started with large language models ?

Databases are the unsung heroes of AI

Top 9 YouTube channels to learn large language models ?

Creating AI assistant with GPT and Ruby and Redis using embeddings

How we matured our ML-on-Kubernetes capabilities and saved on cloud costs

Cracking the large language models code: Exploring top 20 technical terms in the LLM vicinity

Top Databases for Artificial Intelligence, IoT, Deep Learning, Machine Learning, Data Science, and Other Software Applications

Building A Distributed App for Computer Vision Tasks

How to use VPN with a VPC hub-and-spoke architecture

How we increased or ML on Kubernetes capabilities and saved cloud costs

NVIDIA is elevating AI deployment to new efficiencies with NIM

Roadmap to learning Large Language Models

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