CloseVector

CloseVector

Portable Vector Database

83 followers

CloseVector is a vector database with libraries for browsers & node.js. Prioritizing easy integration & scalability, its vector index runs on the user's machine for optimal performance.
CloseVector gallery image
CloseVector gallery image
CloseVector gallery image
Free
Launch Team
AssemblyAI
AssemblyAI
Build voice AI apps with a single API
Promoted

What do you think? …

Joe Jiang
We're pleased to present the alpha release of CloseVector, a portable vector database designed with machine learning applications in mind. If you've been considering building an app that interacts with articles or PDFs, or if you're in need of a recommendation system for limited candidates, we hope CloseVector can be a potential solution for you. For more information, checkout: https://closevector-docs.getmega... By the way, CloseVector is compatible with LangChain, offering classes that extend the SaveableVectorStore from LangChain. You can easily integrate CloseVector into your LangChain apps.
Zulfa
Congrats on your launch team 🚀
Joe Jiang
@zulfamoh thank you
Blaise Albis-Burdige
Super DOPE! should b #1 imo, looking through docs rn we still bring our own embedding model right?
Joe Jiang
@blaise123 Thank you; I am flattered. While we recommend using your own embeddings service, we offer a proxied OpenAI embeddings API (https://closevector-docs.getmega...) for those aiming to rapidly integrate with a vector database. This API has usage limits based on frequency and the number of tokens used per day. We have not set a specific threshold, as I believe a threshold determined by the 90th percentile would be suitable. However, we currently lack sufficient data to finalize that decision. For your convenience, both classes and a demo can be found here (https://github.com/MegaPortal/cl...).
Blaise Albis-Burdige
@jo32 thanks dude! will check it out
Joe Jiang
I'm also developing a tikotk like recommendation system using CloseVector. This solution will accept feeds, such as RSS, and transform them to offer a TikTok-like user experience, recommending content based on individual preferences. Simply provide us with an RSS/JSON URL, and we'll handle the rest. If this interests you, please let me know. Early users of CloseVector will also have priority access to this service.
Rukhsar Amjad
I'm looking forward to trying out CloseVector for my next project. It seems like a well-designed and powerful vector database, and I'm impressed by the team's commitment to easy integration and scalability.
Black Storm
Good job Congratulations keep up the good work
Narasimha | Toontons.com
I'll take a closer look, but I'm already confident that your product is going to be a success, and I can't wait to see how it helps people.