Top 7 Rust Mlops Projects

qdrant

78 13,073 9.7 Rust

Qdrant - Vector Database for the next generation of AI applications. Also available in the cloud https://cloud.qdrant.io/

Project mention: Ask HN: Who is hiring? (September 2023) | news.ycombinator.com | 2023-09-01

Qdrant | REMOTE | Full-time | https://qdrant.tech | https://github.com/qdrant/qdrant
Qdrant is a leading open-source Vector Database provider.
We are Looking for Technical Writer, Integrations Engineer, Database Tester, Developer Advocate(s).
All jobs https://qdrant.join.com
postgresml

15 3,750 0.0 Rust

PostgresML is an AI application database. Download open source models from Huggingface, or train your own, to create and index LLM embeddings, generate text, or make online predictions using only SQL.

Project mention: PostgresML | /r/programming | 2023-08-30
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lance

7 2,656 10.0 Rust

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

Project mention: FLaNK Stack Weekly for 12 June 2023 | dev.to | 2023-06-11
paradedb

1 789 10.0 Rust

PostgreSQL for Search

Project mention: Pg_bm25: Rust-based full text search engine in Postgres | news.ycombinator.com | 2023-09-18
motorhead

9 715 8.6 Rust

🧠 Motorhead is a memory and information retrieval server for LLMs.

Project mention: Comparison of Vector Databases | news.ycombinator.com | 2023-07-31

Metal [1] is another one on my radar. Their API looks super simple.
Disclosures: None
[1] https://getmetal.io
Nuclia DB

2 460 0.0 Rust

NucliaDB, The vector database optimized for documents and video search

Project mention: Tantivy 0.20 is released: Schemaless column store, Schemaless aggregations, Phrase prefix queries, Percentiles, and more... | /r/rust | 2023-06-20

You have also NucliaDB that is built on top of tantivy and addresses vector search for documents and video search.
xvc

3 17 10.0 Rust

A robust (🐢) and fast (🐇) MLOps tool for managing data and pipelines

Project mention: Ask HN: Freelancer? Seeking freelancer? (January 2023) | news.ycombinator.com | 2023-01-02

SEEKING WORK | REMOTE | Istanbul | UTC Business Hours
ML / MLOps / Data Engineering
Looking for projects that I can contribute in machine learning, data management, data pipelines, and similar technologies.
These days, I'm building an MLOps tool to manage data and pipelines on top of Git, in Rust.
https://github.com/iesahin/xvc (https://docs.xvc.dev)
I'm experienced in libraries like Tensorflow and PyTorch, languages (Rust, Python, Go, Dart, C, ...) and Docker, AWS, GCP. I used Vue.js & Flask for web, and Flutter for mobile in the past but these are not my current focus now.
I'm also a technical writer, and studying copywriting and marketing these days.
I can also architect your software.
https://emresahin.net/cv/ (I'm in the middle of updating the site but gives you an idea.)
[email protected]
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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 2023-09-18.