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.
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.
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.
Report
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.
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.
@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...).
CloseVector
CloseVector
Serand
PreCog by UbikAI
CloseVector
PreCog by UbikAI
CloseVector