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Embeddinghub

An open-source database for machine learning
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What is Embeddinghub?

It is a database built for machine learning embeddings. It is built with four goals in mind. Store embeddings durably and with high availability, allow for approximate nearest neighbor operations, enable other operations like partitioning, sub-indices, and averaging, and Manage versioning, access control, and rollbacks painlessly.
Embeddinghub is a tool in the Databases category of a tech stack.
Embeddinghub is an open source tool with 535 GitHub stars and 14 GitHub forks. Here’s a link to Embeddinghub's open source repository on GitHub

Embeddinghub Integrations

Embeddinghub's Features

  • Run approximate nearest neighbor lookups, average multiple embeddings, partition tables (spaces), cache locally while training, and more
  • Store and index billions vectors embeddings from our storage layer
  • Create, manage, and rollback different versions of your embeddings
  • Encode different business logic and user management directly into Embeddinghub
  • Keep track of how embeddings are being used, latency, throughput, and feature drift over time

Embeddinghub Alternatives & Comparisons

What are some alternatives to Embeddinghub?
MySQL
The MySQL software delivers a very fast, multi-threaded, multi-user, and robust SQL (Structured Query Language) database server. MySQL Server is intended for mission-critical, heavy-load production systems as well as for embedding into mass-deployed software.
PostgreSQL
PostgreSQL is an advanced object-relational database management system that supports an extended subset of the SQL standard, including transactions, foreign keys, subqueries, triggers, user-defined types and functions.
MongoDB
MongoDB stores data in JSON-like documents that can vary in structure, offering a dynamic, flexible schema. MongoDB was also designed for high availability and scalability, with built-in replication and auto-sharding.
Microsoft SQL Server
Microsoft® SQL Server is a database management and analysis system for e-commerce, line-of-business, and data warehousing solutions.
SQLite
SQLite is an embedded SQL database engine. Unlike most other SQL databases, SQLite does not have a separate server process. SQLite reads and writes directly to ordinary disk files. A complete SQL database with multiple tables, indices, triggers, and views, is contained in a single disk file.
See all alternatives
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Embeddinghub's Followers
2 developers follow Embeddinghub to keep up with related blogs and decisions.