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Curated list of awesome vector search framework/engine, library, cloud service and research papers to vector similarity search.

AI Infrastructure & MLOps 277
github.com

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

AI Infrastructure & MLOps 196
github.com

10x faster, cheaper, and better vector database.

AI Infrastructure & MLOps 214
github.com

Eurybia monitors data and model drift over time and securizes model deployment with data validation.

AI Infrastructure & MLOps 211

A library for efficient similarity search and clustering of dense vectors.

AI Infrastructure & MLOps 319
github.com

FeatherCNN is a high performance inference engine for convolutional neural networks.

AI Infrastructure & MLOps 196
github.com

An enterprise-grade, high performance feature store.

AI Infrastructure & MLOps 330
github.com

A Virtual Feature Store. Turn your existing data infrastructure into a feature store.

AI Infrastructure & MLOps 332
github.com

Open-source self-hostable end-to-end LLMOps platform unifying tracing, evals, simulations, datasets, gateway, and guardrails.

AI Infrastructure & MLOps 300
github.com

Production-grade SDK for observability, automated evaluations and prompt management with sub-100ms guardrails for LLM/agent workflows.

AI Infrastructure & MLOps 179
github.com

Go binding for MXNet c predict api to do inference with a pre-trained model.

AI Infrastructure & MLOps 266
github.com

Create customizable UI components around your models.

AI Infrastructure & MLOps 157
github.com

Build multimodal AI services via cloud native technologies · Model Serving · Generative AI · Neural Search · Cloud Native.

AI Infrastructure & MLOps 172
github.com

Kubernetes-based system for hyperparameter tuning and neural architecture search.

AI Infrastructure & MLOps 270
github.com

Kubernetes custom resource definition for serving ML models on arbitrary frameworks.

AI Infrastructure & MLOps 159
github.com

Open source MLOps project that eases model handoffs between data scientist and DevOps.

AI Infrastructure & MLOps 155
github.com

Standardized Serverless ML Inference Platform on Kubernetes.

AI Infrastructure & MLOps 188
github.com

Open-source all-in-one platform for engineering AI products. Traces, Evals, Datasets, Labels.

AI Infrastructure & MLOps 186
github.com

Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

AI Infrastructure & MLOps 265
github.com

Neural network inference from the command line, implemented in CHICKEN Scheme.

AI Infrastructure & MLOps 156
github.com

A lightweight, portable pure C99 onnx inference engine for embedded devices with hardware acceleration support.

AI Infrastructure & MLOps 329
github.com

Version and deploy your ML models following GitOps principles.

AI Infrastructure & MLOps 172
github.com

Open source MLOps platform that helps you collaborate, reproduce and share your ML work.

AI Infrastructure & MLOps 332
github.com

Machine learning model serving framework with dynamic batching and pipelined stages, provides an easy-to-use Python interface.

AI Infrastructure & MLOps 178