The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
β8,654May 7, 2026Updated 2 weeks ago
Alternatives and similar repositories for BentoML
Users that are interested in BentoML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning modelsβ4,748Mar 23, 2026Updated last month
- Model Deployment at Scale on Kubernetes π¦οΈβ842May 15, 2026Updated last week
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, aβ¦β25,944May 15, 2026Updated last week
- The Open Source Feature Store for AI/MLβ7,042May 15, 2026Updated last week
- Build, Manage and Deploy AI/ML Systemsβ10,105Updated this week
- End-to-end encrypted email - Proton Mail β’ AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ZenML π: One AI Platform from Pipelines to Agents. https://zenml.io.β5,419Updated this week
- π¦ Data Versioning and ML Experimentsβ15,600Apr 28, 2026Updated 3 weeks ago
- Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.β12,329Updated this week
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.β42,616Updated this week
- Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetesβ5,489Updated this week
- Production infrastructure for machine learning at scaleβ8,018Jun 12, 2024Updated last year
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learningβ20,529May 11, 2026Updated last week
- ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling β¦β6,673May 14, 2026Updated last week
- Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and β¦β10,863May 15, 2026Updated last week
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.β10,687Updated this week
- Evidently is ββan open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Froβ¦β7,501May 2, 2026Updated 2 weeks ago
- Serve, optimize and scale PyTorch models in productionβ4,358Aug 6, 2025Updated 9 months ago
- Machine Learning Toolkit for Kubernetesβ15,639May 7, 2026Updated 2 weeks ago
- Prefect is a workflow orchestration framework for building resilient data pipelines in Python.β22,405May 15, 2026Updated last week
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.β31,139May 14, 2026Updated last week
- βΎοΈ CML - Continuous Machine Learning | CI/CD for MLβ4,175Jun 2, 2025Updated 11 months ago
- Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.β7,036Updated this week
- Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and aβ¦β25,250May 15, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A curated list of references for MLOpsβ13,906Nov 21, 2024Updated last year
- Streamlit β A faster way to build and share data apps.β44,641Updated this week
- Low-code framework for building custom LLMs, neural networks, and other AI modelsβ11,702Updated this week
- Build and share delightful machine learning apps, all in Python. π Star to support our work!β42,634Updated this week
- βοΈ Build multimodal AI applications with cloud-native stackβ21,872Mar 24, 2025Updated last year
- Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, Slurm, 20+ clβ¦β9,987Updated this week
- Modin: Scale your Pandas workflows by changing a single line of codeβ10,390Feb 10, 2026Updated 3 months ago
- Always know what to expect from your data.β11,507May 14, 2026Updated last week
- A high-throughput and memory-efficient inference and serving engine for LLMsβ80,418Updated this week
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycleβ3,706Apr 26, 2026Updated 3 weeks ago
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML vaβ¦β4,015Dec 28, 2025Updated 4 months ago
- Milvus is a high-performance, cloud-native vector database built for scalable vector ANN searchβ44,307May 15, 2026Updated last week
- Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and trainβ¦β9,129May 12, 2026Updated last week
- Aim π« β An easy-to-use & supercharged open-source experiment tracker.β6,118Updated this week
- Containers for machine learningβ9,412Updated this week
- Label Studio is a multi-type data labeling and annotation tool with standardized output formatβ27,331May 15, 2026Updated last week