Redis vs. OpenSearch: What’s faster for GenAI & vector search?
Why Redis stands out for GenAI & vector search GenAI is more powerful than ever, but most apps still feel slow. Users expect instant responses, but latency and...
As more and more companies get GenAI apps into production, we’re seeing increasing requests from customers for larger vector databases. We see use cases for a billion or...
Evaluating information retrieval with NDCG@K & Redis
Full Colab NoteBook on Github. Evaluating information retrieval (IR) systems is essential for informed design decisions and understanding system performance. Successful companies like Amazon and Google rely heavily...
Welcome to “What’s new in two,” your quick hit of Redis releases you might have missed in the past month. We’re covering the latest developments from February and...
Full Notebook on GitHub. Modified Notebook on GitHub. To build an effective question-answering system like RAG for finance, you need a model that understands the industry’s vocabulary. Generic...
Smarter memory management for AI agents with Mem0 and Redis
We’re happy to announce the integration of Mem0 with Redis, a powerful combination that enhances the capabilities of AI agents by providing efficient and scalable memory management. Mem0...
Collaborative filtering: How to build a recommender system
When users sit down to watch a movie on Netflix, they face a problem untold numbers of Netflix users have faced before: What to watch next? Luckily, the...
Redis 8.0-M03 is out. Even more performance & new features.
We’re happy to announce the third milestone of Redis 8.0, our most advanced and performant offering yet. As we progress toward the general availability (GA) release, we’re committed...
Unless you’ve been off the grid the past two years, you’ve likely come across the term “vector database” in conversations about GenAI. I joined Redis in 2022, pre-ChatGPT,...
What’s the best embedding model for semantic caching?
Semantic caching is changing how we optimize systems reliant on large language models (LLMs). By using vector embeddings, it enables faster, cost-effective responses for similar queries. But to...
From zero to RAG: Building your first RAG pipeline with RedisVL
You know that mix of excitement and uncertainty when you’re starting something new? That’s exactly how I felt when I set out to build a Retrieval Augmented Generation...
What is content-based filtering? A guide to building recommender systems
Users like options, but too many options can lead to analysis paralysis. That’s where recommender systems come in. These tools have come a long way, making it easier...
Welcome to “What’s new in two,” your quick hit of Redis releases you might have missed in the past month. We’re covering the latest developments from January and...
What smart leaders ask about AI readiness: 5 key questions
Artificial intelligence is transforming the way organizations operate, innovate, and compete. But building an effective AI strategy requires more than just technology. It’s about leadership, a strong data-driven...
Switching from legacy systems to modern architectures for apps can feel like heavy lifting—but it’s one of the most important things businesses can do today to move faster,...
As companies scale, their systems face increasing amounts of data and traffic, putting application performance at risk. Issues such as slower response times, downtime, and even server crashes...
Get to know query engines, their benefits, and how they simplify data management for modern apps. Query engines are powerful tools for processing and retrieving data efficiently, but...
What happened? As part of our ongoing effort to maintain the safety, security, and compliance posture of Redis, four security vulnerabilities in Redis and Redis Modules/Stack have been...
Welcome to “What’s new in two,” your quick hit of Redis releases you might have missed in the past month. We’re covering the latest developments from December, expanding...
We’re beyond excited to welcome Salvatore Sanfilippo – you probably know him as “antirez” – back to Redis. Salvatore built Redis in 2009, and the project until 2020...
Redis is now a launch partner with Amazon Web Services (AWS) for AWS VPC endpoints for resources—a new capability that gives you private access to VPC resources using...
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