What is LanceDB?
It is an open-source database for vector search built with persistent storage, which greatly simplifies retrieval, filtering, and management of embeddings.
LanceDB is a tool in the Vector Databases category of a tech stack.
LanceDB is an open source tool with 4.8K GitHub stars and 330 GitHub forks. Here’s a link to LanceDB's open source repository on GitHub
Who uses LanceDB?
Developers
LanceDB Integrations
JavaScript, Python, TypeScript, Pandas, and LangChain are some of the popular tools that integrate with LanceDB. Here's a list of all 10 tools that integrate with LanceDB.
LanceDB's Features
- Production-scale vector search with no servers to manage
- Store, query, and filter vectors, metadata, and multi-modal data (text, images, videos, point clouds, and more)
- Native Python and Javascript/Typescript support
- Zero-copy, automatic versioning, manage versions of your data without needing extra infrastructure
LanceDB Alternatives & Comparisons
What are some alternatives to LanceDB?
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.
Redis
Redis is an open source (BSD licensed), in-memory data structure store, used as a database, cache, and message broker. Redis provides data structures such as strings, hashes, lists, sets, sorted sets with range queries, bitmaps, hyperloglogs, geospatial indexes, and streams.
Amazon S3
Amazon Simple Storage Service provides a fully redundant data storage infrastructure for storing and retrieving any amount of data, at any time, from anywhere on the web
Related Comparisons
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