Rust Mlops

Open-source Rust projects categorized as Mlops
Edit details
Topics: Machine Learning Rust Python vector-search llms
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.
www.influxdata.com
featured

Top 7 Rust Mlops Projects

  • qdrant

    Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

    • Project mention: Hindi-Language AI Chatbot for Enterprises Using Qdrant, MLFlow, and LangChain | dev.to | 2024-05-02

    Great. Now that we have the embeddings, we need to store them in a vector database. We will be using Qdrant for this purpose. Qdrant is an open-source vector database that allows you to store and query high-dimensional vectors. The easiest way to get started with the Qdrant database is using the docker.

  • paradedb

    Postgres for Search and Analytics

    • Project mention: Using ClickHouse to scale an events engine | news.ycombinator.com | 2024-04-11

  • InfluxDB

    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.

    InfluxDB logo

  • lance

    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: The Nimble File Format by Meta | news.ycombinator.com | 2024-04-25

  • motorhead

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

    • Project mention: Motorhead is a memory and information retrieval server for LLMs | news.ycombinator.com | 2023-10-22

  • Nuclia DB

    NucliaDB, The AI Search database for RAG

    • 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.

  • rust-mlops-template

    A work in progress to build out solutions in Rust for MLOPs

    • Project mention: Is anyone doing Machine Learning in Rust? | /r/rust | 2023-05-11

  • xvc

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

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
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).

Rust Mlops related posts

  • Motorhead is a memory and information retrieval server for LLMs

    1 project | news.ycombinator.com | 22 Oct 2023

  • PostgresML

    1 project | /r/programming | 30 Aug 2023

  • [P] pgml-chat: A command-line tool for deploying low-latency knowledge-based chatbots

    1 project | /r/MachineLearning | 18 Aug 2023

  • Replace pinecone.

    3 projects | /r/LocalLLaMA | 16 Jun 2023

  • Python SDK for PostgresML with scalable LLM embedding memory and text generation

    1 project | news.ycombinator.com | 2 Jun 2023

  • [P] Python SDK for PostgresML w/ scalable LLM embedding memory and text generation

    1 project | /r/MachineLearning | 2 Jun 2023

  • Any Alternatives to Langchain?

    1 project | /r/aipromptprogramming | 16 May 2023
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 10 May 2024
    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. Learn more →

Index

What are some of the best open-source Mlops projects in Rust? This list will help you:

Project Stars
1 qdrant 18,036
2 paradedb 3,962
3 lance 3,296
4 motorhead 829
5 Nuclia DB 576
6 rust-mlops-template 273
7 xvc 22

Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com