SingleStore Kai™: 100x-1000x faster analytics for MongoDB applications | Product Hunt

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SingleStore Kai gallery image

SingleStore Kai gallery image

SingleStore Kai gallery image

SingleStore Kai gallery image

SingleStore Kai gallery image

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Launch tags:

Artificial Intelligence•Data & Analytics•Data

Launch Team

Jason Thorsness

SingleStore Kai™

Maker

📌

🟣 Greetings Product Hunters! 🟣 SingleStore Kai for MongoDB enables apps written for MongoDB to work against SingleStoreDB - just switch your connection string! So what is SingleStoreDB? 🤔 Here are three things you should know: 1. SingleStoreDB stores documents in an optimized data structure that combines the best of row-store and column-store 🥞 and compiles queries using state-of-the-art LLVM to optimized machine code 🔥 2. It's really, really fast at large-scale aggregations and analytics 🚀 3. SingleStoreDB supports accelerated SIMD vector operations for AI-driven text and image queries ✨ Now all of these capabilities are available to MongoDB applications with no code changes required! Try it today at www.singlestore.com/cloud-trial/kai/ Some quick FAQ: 1. How fast is it? Our benchmarks show many aggregations are 100x to 1000x faster! Some more at singlestore-kai-real-time-analytics-benchmarks 2. How can developers use it? SingleStoreDB can replace or augment an existing MongoDB compatible database (this includes MongoDB, AWS DocumentDB, and Azure CosmosDB with MongoDB API). See introducing-singlestore-kai-for-mongodb for more details! 3. How can I test it out? Go here for a trial account and give it a try at singlestore.com/cloud-trial/kai/ I'm really excited to launch this - thanks for reading! Regards, Jason

2yr ago

Alfranio Correia

@jasonthorsness It is amazing the pace of innovation happening at SingleStore.

2yr ago

@jasonthorsness nice

2yr ago

SingleStore Kai™

Maker

📌

The fact that you can do vector functions for semantic search on JSON is phenomenal. This means you can add Gen AI features with LLM on your existing Mongo apps.

2yr ago

Abhinav Srivastava

Hunter

📌

Thanks everyone for your support so far! We believe this is the *first time* MongoDB apps will feel the speed of SingleStoreDB. You really get the scale of a distributed NoSQL database and the phenomenal analytics of an OLAP database. Icing on the cake is that SingleStoreDB can natively support vector functions that allow companies to build Generative AI applications!

2yr ago

Svitlana Palamarchuk

Wow, 100x faster analytics with SingleStore Kai sounds amazing! Just a quick question - how does the semantic search work in terms of complexity and accuracy? Great job on this!

2yr ago

Jason Thorsness

SingleStore Kai™

Thanks! The semantic search works really well when you have quality embeddings. Here's a tiny example:

If you want a more in-depth version, take a look at this webinar that demonstrates it pretty well, along with a cool integration with ChatGPT (you can watch the video right after the 'register' step; it's already recorded): https://www.singlestore.com/reso...

2yr ago

Nimesha Jinarajadasa

I have now completed the trial and I am impressed with the product. It is very easy to use and it provides a significant performance boost over MongoDB alone. I would rate it an 8 out of 10. Here are some of the things I liked about SingleStore Kai for MongoDB: It is very easy to use. The documentation is clear and concise, and the interface is intuitive. It provides a significant performance boost over MongoDB alone. I was able to run queries that were 100x faster on SingleStore Kai for MongoDB than on MongoDB alone. It is compatible with MongoDB, so I was able to use my existing MongoDB data without any changes. Here are some of the things I would like to see improved in SingleStore Kai for MongoDB: The documentation could be improved. Some of the concepts are not explained very well, and I had to do some research on my own to understand them. The interface could be improved. It is a little bit clunky and it could be more user-friendly. Overall, I am very impressed with SingleStore Kai for MongoDB. It is a powerful tool that can significantly improve the performance of your MongoDB applications. I would recommend it to anyone who is looking for a way to improve the performance of their MongoDB applications.

2yr ago

SingleStore Kai™

Thank you for you feedback Nimesha. We are constantly working on the documentation and plan to add new sections soon with more videos and How to tutorials. Please stay tuned.

2yr ago

We wanted to build real-time analytics for our organization. For our scale, we didn't want to build ourselves and wanted an out-of-the-box solution. I tried a lot of tools out there but haven't found a simple solution that just provides a solution. SingleStore Kai provides exactly that! You get the ease of NoSQL and the speed and power of SQL.

2yr ago