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lancedb/lancedb: Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
DESCRIPTION
"LanceDB is an open-source database for vector-search built with persistent storage, which greatly simplifies retrieval, filtering and management of embeddings.
The key features of LanceDB include:
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).
Support for vector similarity search, full-text search and SQL.
Native Python and Javascript/Typescript support.
Zero-copy, automatic versioning, manage versions of your data without needing extra infrastructure.
GPU support in building vector index(*).
Ecosystem integrations with LangChain 🦜️🔗, LlamaIndex 🦙, Apache-Arrow, Pandas, Polars, DuckDB and more on the way.
LanceDB's core is written in Rust 🦀 and is built using Lance, an open-source columnar format designed for performant ML workloads.
Quick Start
Javascript
npminstallvectordbconstlancedb=require('vectordb');constdb=awaitlancedb.connect('data/sample-lancedb');consttable=awaitdb.createTable({name: 'vectors',data: [{id: 1,vector: [0.1,0.2],item: "foo",price: 10},{id: 2,vector: [1.1,1.2],item: "bar",price: 50}]})constquery=table.search([0.1,0.3]).limit(2);constresults=awaitquery.execute();// You can also search for rows by specific criteria without involving a vector search.constrowsByCriteria=awaittable.search(undefined).where("price >= 10").execute();
irthomasthomas
changed the title
lancedb/lancedb: Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
lancedb a developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
Mar 16, 2024
TITLE
lancedb/lancedb: Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
DESCRIPTION
"LanceDB is an open-source database for vector-search built with persistent storage, which greatly simplifies retrieval, filtering and management of embeddings.
The key features of LanceDB include:
Quick Start
Javascript
Python
URL
GitHub Repository
Suggested labels
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