Rust Mlops

Open-source Rust projects categorized as Mlops
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Top 9 Rust Mlops Projects

Mlops

  1. qdrant

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

    Project mention: AI, RAG and Vector Databases | dev.to | 2024-12-06

  2. SaaSHub

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  3. 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, and PyTorch with more integrations coming..

    Project mention: ⚡🦀 Deploy a blazing-fast & Lightweight LLM app with Rust-Rig-LanceDB | dev.to | 2024-11-22

    Lance is an open-source columnar data format designed for performant ML workloads.

  4. tensorzero

    TensorZero creates a feedback loop for optimizing LLM applications — turning production data into smarter, faster, and cheaper models.

    Project mention: Show HN: TensorZero – open-source data and learning flywheel for LLMs | news.ycombinator.com | 2024-09-16

  5. motorhead

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

  6. lantern

    PostgreSQL vector database extension for building AI applications

    Project mention: Are we at peak vector database? | news.ycombinator.com | 2024-01-25

    Traditional DBs already kinda support vector DBs via pg_vector extensions and such.

    There is a YC startup, latnern, that also built their own extension for postgres that is open source and is better for vector DB use cases: https://github.com/lanterndata/lantern

    But yeah! Traditional DBs already support this, if you consider this extension to be part of Postgres.

  7. Nuclia DB

    NucliaDB, The AI Search database for RAG

    Project mention: NucliaDB, the AI Search Database for RAG | news.ycombinator.com | 2024-11-01

  8. rust-mlops-template

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

  9. xvc

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

    Project mention: Xvc: Manage your binary data with Git repositories (Rust) | news.ycombinator.com | 2024-10-19

  10. hitl-middleware

    Project mention: Launch HN: Human Layer (YC F24) – Human-in-the-Loop API for AI Systems | news.ycombinator.com | 2024-11-26

    https://github.com/adrian-kong/hitl-middleware

    I wasn’t sure if this would be relevant to you, but it’s a lightweight solution I built for HITL workflows. Happy to hear your thoughts if you think it’s applicable!

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).

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Index

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

# Project Stars
1 qdrant 21,313
2 lance 4,118
3 tensorzero 1,857
4 motorhead 864
5 lantern 815
6 Nuclia DB 675
7 rust-mlops-template 335
8 xvc 43
9 hitl-middleware 4

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