How Redis, Tavily, & IBM’s BeeAI supercharge AI apps
The next wave of AI apps demands more than just powerful models. Developers need a foundation that can orchestrate complex workflows, retrieve the right information instantly, and hold o...
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Blog
AUG.29.2025
LangGraph Redis Checkpoint 0.1.0: From “Make it work" to “Make it fast"
A performance-driven redesign for production AI agents When we first announced LangGraph Redis integration earlier this year, we were focused on bringing Redis' reliability and simplici...
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Blog
AUG.28.2025
Building a Context-Enabled Semantic Cache with Redis
Generative AI has rapidly evolved into the spotlight of enterprise innovation, transforming everything from customer service to internal knowledge management. Yet, enterprises face emerg...
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Blog
AUG.12.2025
Redis 8.2 streams and bitmap enhancements
Redis 8.2 delivers powerful new enhancements to the streams and bitmap data structures that solve real challenges devs face every day. Based on years of community feedback, we're introd...
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Blog
AUG.11.2025
Vector similarity
Vector similarity is how developers and ML engineers measure how close two data points are in a high-dimensional vector space. Vector similarity powers AI features like RAG and agent mem...
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Blog
AUG.8.2025
It’s official: We’re the #1 AI agent data storage tool
Built for devs. Trusted by devs. The 2025 Stack Overflow Developer Survey is out, and devs worldwide have spoken. They named us the most-used data management tool for AI agents—ahead of...
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Blog
AUG.8.2025
Redis 8.2 in Redis Open Source is GA and brings more performance, efficiency, and new commands
We’re excited to announce the general availability release of Redis 8.2 in Redis Open Source, building on the momentum of Redis 8 with faster performance, more memory optimizations, and ...
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Blog
JUL.31.2025
Build on Redis with one-click using Augment Code’s Easy MCP
If you’re a developer or vibe coder you’re probably already familiar with AI-powered coding assistants like Augment Code. These tools have a number of features, but they are all working ...
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Blog
JUL.28.2025
Use Redis natively on Windows with Memurai
Redis is now available to use natively on Windows. We’ve partnered with Memurai to develop Memurai Enterprise Edition, a fully compatible and officially supported Windows port of Redis t...
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Blog
JUL.28.2025
Get faster LLM inference and cheaper responses with LMCache and Redis
As GenAI applications evolve—think agents, copilots, and chatbots—developers need more than just a connection to an LLM. These applications demand fast, cost-efficient inference. By defa...
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Blog
JUL.23.2025
LFU vs. LRU: How to choose the right cache eviction policy
Least Frequently Used (LFU) and Least Recently Used (LRU) are two of the most common cache eviction policies for determining which data to evict when a cache fills up. Without a policy i...
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Blog
JUL.23.2025
10 techniques to improve RAG accuracy
Retrieval-augmented generation (RAG) has rapidly become the go-to pattern for combining large language models (LLMs) with up-to-date, domain-specific knowledge. By grounding generative o...
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Blog
JUL.22.2025
Redis 8 brings vector sets and is now in preview on Redis Cloud Essentials
Redis 8 is now available for preview on Redis Cloud Essentials. Starting today, you can create a Redis 8 database and experience the power of our most performant Redis version yet. Whet...
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Blog
JUL.21.2025
Retrieval optimizer: Custom data
In the previous blog posts on grid search and bayesian optimization with the retrieval optimizer we made things easy by pulling pre-defined and formatted data. However, let’s say you hav...
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Blog
JUL.21.2025
Retrieval optimizer: Bayesian optimization
In the last article, we introduced the retrieval optimizer, why it matters for eval driven development (EDD) and how to get started with a basic grid search. Often selecting the right se...
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Blog
JUL.21.2025
Retrieval optimizer: Grid search
One of the most valuable pieces of feedback I’ve ever received as an engineer came as an intern. I was debugging some data issues and, truthfully, didn’t really know what was going on. W...
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Blog
JUL.18.2025
Outsmarting fraud in real-time: How Redis powers intelligent fraud detection
Fraudsters don’t wait—and neither can your systems. Financial crime is faster, smarter, and more coordinated than ever. Every delayed response is a potential breach, a lost customer, or...
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Blog
JUL.14.2025
Agentic RAG: How enterprises are surmounting the limits of traditional RAG
ChatGPT launched in 2022, triggering the current AI wave, and in 2023, enterprises invested $2.3 billion in AI – an amount easily cleared by the $13.8 billion spent in 2024. But while c...
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Blog
JUL.10.2025
Speed is accuracy: Why Redis Query Engine leads in vector search
In today's AI-driven landscape, the difference between retrieving relevant information and irrelevant noise can make or break your application's value proposition. Whether you're buildin...
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Blog
JUL.8.2025
Build faster AI memory with Cognee & Redis
Large language models are powerful, but they forget quickly. For AI agents and assistants to be truly useful, they need memory: the ability to retain instructions, recall facts, and carr...
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Blog
JUL.7.2025
Why your cache hit ratio strategy needs an update
A cache hit ratio is a simple concept. It’s the proportion of data requests served from a cache, measured against total requests received by the cache. The former includes the “hits” (wh...