Top 8 Python Vector Projects

magnitude

5 1,610 0.0 Python

A fast, efficient universal vector embedding utility package.
Arcticons

28 831 9.9 Python

A monotone line-based icon pack for android

Project mention: ⟳ 8 apps added, 74 updated at f-droid.org | /r/FDroidUpdates | 2023-08-31

Arcticons You (version 7.0.0): A Material You line-based icon pack

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
NeumAI

2 772 8.7 Python

Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.

Project mention: Show HN: Neum AI – Open-source large-scale RAG framework | news.ycombinator.com | 2023-11-21

Interesting to see that the semantic chunking in the tools library is a wrapper around GPT-4. Asks GPT for the python code and executes it: https://github.com/NeumTry/NeumAI/blob/main/neumai-tools/neu...

vectorflow

9 634 8.4 Python

VectorFlow is a high volume vector embedding pipeline that ingests raw data, transforms it into vectors and writes it to a vector DB of your choice. (by dgarnitz)

Project mention: FLaNK Weekly 08 Jan 2024 | dev.to | 2024-01-08

android

7 513 9.7 Python

Delta Icons for Android (by Delta-Icons)
pgANN

2 289 0.0 Python

Fast Approximate Nearest Neighbor (ANN) searches with a PostgreSQL database.

Project mention: Pinecone raises $100M Series B | news.ycombinator.com | 2023-04-27

Why do you use pgvector instead of pgANN? My understanding is pgANN is built with FAISS. When I compared pgvector with FAISS, pgvector was 3-5x slower.
https://github.com/netrasys/pgANN

citrus

1 92 7.6 Python

(distributed) vector database (by 0xDebabrata)

Project mention: Created a smol vector database in my free time. Looking to provide a LangChain integration soon! | /r/LangChain | 2023-05-06

It supports all the basic features like creating an index, inserting vectors and searching through them. Here's the GitHub link if anyone's interested in going over it: https://github.com/0xDebabrata/citrus

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
matmath

1 4 5.4 Python

A simple and efficient module for matrix and vector manipulation. (by Siddhesh-Agarwal)

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-01-08.