Top 4 embedding-similarity Open-Source Projects

Milvus

106 27,206 10.0 Go

A cloud-native vector database, storage for next generation AI applications

Project mention: FLaNK-AIM: 20 May 2024 Weekly | dev.to | 2024-05-20

vectordb

1 473 7.9 Python

A Python vector database you just need - no more, no less. (by jina-ai)

Project mention: A Python Vector Database | news.ycombinator.com | 2023-08-13

InfluxDB

www.influxdata.com featured

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.
awesome-vector-database

1 141 9.0

A curated list of awesome works related to high dimensional structure/vector search & database

Project mention: Show HN: SimSIMD vs. SciPy: How AVX-512 and SVE make SIMD cleaner and ML faster | news.ycombinator.com | 2023-10-07

embedding

2 19 5.8 Python

Vector Embedding Server in under 100 lines of code

Project mention: Show HN: Struct – A Feed-Centric Chat Platform | news.ycombinator.com | 2024-02-29

- Server on Hetzner
Badger wouldn't have made sense to use instead of Postgres. I'm thinking of using Badger for other purposes. I do use ristretto and roaring bitmaps a lot internally.
Struct has a very nice integration with Slack. So, you can actually use Struct as a Slack interface. Essentially, your peers can be using Slack, while you could responding to them via Struct - think Superhuman for Gmail.
We have a good integration with Discord too. Both are being used by OSS companies to generate public knowledge bases from their Slack/Discord conversations.
[1]: https://github.com/struct-chat/embedding

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).