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User Embeddings
Instant, Modular Personalization
User embeddings, compatible with all vector databases, enable instantly personalized experiences while ensuring personal and privacy-preserving memory for AI.
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Personal, long-term memory for AI.
Upgrade your AI stack with user embeddings
User Embeddings
Vectoral representations of your users’ interests that allow you to build instant & hyper-personalized experiences powered by AI.
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Compatible With Your AI Stack
DrantLangChain
Turn user sign-ups into
Instant, Personalized Experiences
User Signs-up via Gmail
User credentials generated
User Embeddings Generated via Public Social Profile Data
User Experience will be personalized based on embeddings
No-login, Instantly Personalized Feeds
For Any Application
Without login, user navigates in website and interacts with different contents/products etc.
With the user actions, user embeddings will be generated.
Based on these embeddings, user experience will be personalized instantly by real-time personalized recommendations.
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How To Use
User Embeddings
Easy to integrate
FirstBatch's modular user embedding service seamlessly integrates into your AI stack, enhancing its capabilities.
A Simple SDK
to generate users embeddings
Start generating user embeddings from off-platform user interest data simply by adding an SDK into your frontend.
// example codes will be released soon
Query For User Embeddings
to get personalized recommendations
With real time query mechanism, you can receive user embeddings to upgrade your vector search based recommendation engines built on your own AI stack. FirstBatch’s flexible query structure allows you to receive user embeddings that fill industry specific needs.
// example codes will be released soon
Latest from our Blog
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FirstBatch
CASE STUDY
RIGHT CONTENT AT THE RIGHT TIME
Social
September 29, 2023
With tailored algorithms, social platforms can drive ongoing participation by matching users with engaging content suited to their evolving interests over time.
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FirstBatch
CASE STUDY
Offer Shoppers Product Even Before They Knew They Wanted Them
E-commerce
September 28, 2023
With our built-in algorithms tailored to ecommerce, you can boost your KPIs by serving personalized experiences that optimize the shopping journey.
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FirstBatch
RESEARCH
Building Stronger AI Communities with Rich Data Sets and Collaborative Platforms
How Communities Are Shaping the Trajectory Through Open Collaboration
September 27, 2023
Explore how collaborative AI communities are transforming development - through collective learning, open data sharing, and decentralized participation. We discuss communities accelerating ethical AI via transparency and cooperation.
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FirstBatch
RESEARCH
The Evolution of Open-Source AI Models: Introducing a Revolutionary VectorDB Platform
Democratizing AI Through Collaboration
September 22, 2023
The rise of open-source AI models and platforms like Hugging Face have made cutting-edge AI more accessible. However, issues with training data quality and biases persist. Introducing a new concept of a decentralized, crowdsourced data platform (collaborative VectorDB) to improve AI data quality.
How to
Preserve Privacy?
User embeddings are stored via Zero-Knowledge(ZK) cryptography on HollowDB which means FirstBatch does not store any personal data of your users. ZK authentication is a method that allows users to prove their ownership on their data, without revealing any other information.
Learn MoreMore About ZK Auth
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LATEST FROM OUR BLOG
RIGHT CONTENT AT THE RIGHT TIMEOffer Shoppers Product Even Before They Knew They Wanted ThemBuilding Stronger AI Communities with Rich Data Sets and Collaborative PlatformsThe Evolution of Open-Source AI Models: Introducing a Revolutionary VectorDB Platform
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