BentoML
Build, Ship, Scale AI Applications
BentoML is a platform for software engineers to build, ship, and scale AI products. It provides a unified AI application framework that makes it easy to manage and version models, create service APIs, and build and run AI applications anywhere. BentoML is used by over 1000 organizations and has a global community of over 3000 members.
For Tasks:
Click tags to check more tools for each tasksFor Jobs:
Features
- Manage and version models in an open and standardized format
- Create service APIs that unify your AI app's business logic, pre/post-processing, model inference, and multi-model graphs
- Build once and run it anywhere, any way you need (HTTP, gRPC, Batch Inference, Python API)
- Deploy AI products in a fast and repeatable way
- Scale up and down automatically based on traffic
Advantages
- Makes it easy to build, ship, and scale AI products
- Provides a unified AI application framework that simplifies the development process
- Supports a wide range of pre-trained models
- Can be used to build and run AI applications anywhere
- Is backed by a large and active community
Disadvantages
- Can be complex to set up and use
- May not be suitable for all types of AI applications
- Can be expensive to use
Frequently Asked Questions
-
Q:What is BentoML?
A:BentoML is a platform for software engineers to build, ship, and scale AI products. -
Q:What are the benefits of using BentoML?
A:BentoML makes it easy to build, ship, and scale AI products. It provides a unified AI application framework that simplifies the development process, supports a wide range of pre-trained models, and can be used to build and run AI applications anywhere. -
Q:How much does BentoML cost?
A:BentoML is open source and free to use. However, there are some paid features available, such as BentoCloud, which provides a managed platform for deploying and scaling AI applications.
Alternative AI tools for BentoML
Similar sites
BentoML
BentoML is a platform for software engineers to build, ship, and scale AI products. It provides a unified AI application framework that makes it easy to manage and version models, create service APIs, and build and run AI applications anywhere. BentoML is used by over 1000 organizations and has a global community of over 3000 members.
Langtail
Langtail is a platform that helps developers build, test, and deploy AI-powered applications. It provides a suite of tools to help developers debug prompts, run tests, and monitor the performance of their AI models. Langtail also offers a community forum where developers can share tips and tricks, and get help from other users.
Radicalbit
Radicalbit is an MLOps and AI Observability platform that helps businesses deploy, serve, observe, and explain their AI models. It provides a range of features to help data teams maintain full control over the entire data lifecycle, including real-time data exploration, outlier and drift detection, and model monitoring in production. Radicalbit can be seamlessly integrated into any ML stack, whether SaaS or on-prem, and can be used to run AI applications in minutes.
SandboxAQ
SandboxAQ is a company that leverages the compound effects of AI and Quantum technologies (AQ) to solve hard challenges impacting society. Their AQ technologies include crypto-agile security, quantum sensing, and quantum simulation & optimization for global organizations. With their solutions, they can bring you into the quantum era and provide a competitive advantage, even before scalable and fault-tolerant quantum computers become widely available.
Anyscale
Anyscale is a company that provides a scalable compute platform for AI and Python applications. Their platform includes a serverless API for serving and fine-tuning open LLMs, a private cloud solution for data privacy and governance, and an open source framework for training, batch, and real-time workloads. Anyscale's platform is used by companies such as OpenAI, Uber, and Spotify to power their AI workloads.
BentoML
BentoML is a framework for building reliable, scalable, and cost-efficient AI applications. It provides everything needed for model serving, application packaging, and production deployment.
Aigclist
Aigclist is a website that provides a directory of AI tools and resources. The website is designed to help users find the right AI tools for their needs. Aigclist also provides information on AI trends and news.
Weaviate
Weaviate is an AI-native database designed to empower developers to build and scale modern AI applications more easily. It offers cloud, model, and deployment agnostic solutions, flexible cost-performance optimization, and a robust developer community with enablement resources. Weaviate facilitates lightning-fast pure vector similarity search over raw vectors or data objects, even with filters. The platform integrates with various language model frameworks and provides extensive documentation and support for developers of all levels.
FinetuneDB
FinetuneDB is an AI fine-tuning platform that allows users to easily create and manage datasets to fine-tune LLMs, evaluate outputs, and iterate on production data. It integrates with open-source and proprietary foundation models, and provides a collaborative editor for building datasets. FinetuneDB also offers a variety of features for evaluating model performance, including human and AI feedback, automated evaluations, and model metrics tracking.
crewAI
crewAI is a platform for Multi AI Agents Systems that offers a user-friendly framework for automating workflows with AI agents. It simplifies the process of building and deploying multi-agent automations, providing support for various AI models and templates. With a focus on privacy and security, crewAI ensures that each agent runs in isolated environments. The platform is suitable for enterprises and developers looking to leverage AI technologies effectively.
Metaflow
Metaflow is an open-source framework for building and managing real-life ML, AI, and data science projects. It makes it easy to use any Python libraries for models and business logic, deploy workflows to production with a single command, track and store variables inside the flow automatically for easy experiment tracking and debugging, and create robust workflows in plain Python. Metaflow is used by hundreds of companies, including Netflix, 23andMe, and Realtor.com.
MAIHEM
MAIHEM is an AI-powered quality assurance platform that helps businesses test and improve the performance and safety of their AI applications. It automates the testing process, generates realistic test cases, and provides comprehensive analytics to help businesses identify and fix potential issues. MAIHEM is used by a variety of businesses, including those in the customer support, healthcare, education, and sales industries.
Promptly
Promptly is a generative AI platform designed for enterprises, offering a no-code AI app builder sheets platform solution. It enables users to automate workflows, personalize SDR outreach, generate marketing content, and analyze data to derive insights. With a focus on scalability and security, Promptly allows users to build tailor-made generative AI agents, applications, and chatbots without any coding experience. The platform supports model chaining, developer-friendly features, and seamless integrations with various tools like LinkedIn, Slack, and Zapier. Promptly's Enterprise plan provides advanced features such as self-hosted vector database, shared data and apps, org management, and SOC 2 Type II certification.
Anote
Anote is a human-centered AI company that provides a suite of products and services to help businesses improve their data quality and build better AI models. Anote's products include a data labeler, a private chatbot, a model inference API, and a lead generation tool. Anote's services include data annotation, model training, and consulting.
Modal
Modal is a high-performance cloud platform designed for developers, offering a serverless environment for AI, data, and ML teams. It enables users to run generative AI models, large-scale batch jobs, job queues, and more by providing optimized container systems and custom runtimes. With features like seamless autoscaling, fast cold boots, job scheduling, web endpoints, and observability tools, Modal aims to streamline the deployment and management of data-intensive applications. The platform is engineered for large-scale workloads, allowing users to scale resources dynamically and pay only for what they use.
ThirdAI
ThirdAI is a production-ready AI platform designed for enterprise use, offering a comprehensive solution for building AI applications without the need for extensive proof of concept cycles or manual fine-tuning. The platform provides enterprise-grade security, scalability, and performance from day one, enabling business leaders to quickly address critical needs. With features like Enterprise SSO, LLM Guardrails, built-in models, no-code interface, and turnkey deployment, ThirdAI empowers users to create and deploy AI applications efficiently. The platform also allows for customization and regular updates without the need for AI expertise, making it accessible to non-specialists.
For similar tasks
Weaviate
Weaviate is an AI-native database designed to empower developers to build and scale modern AI applications more easily. It offers cloud, model, and deployment agnostic solutions, flexible cost-performance optimization, and a robust developer community with enablement resources. Weaviate facilitates lightning-fast pure vector similarity search over raw vectors or data objects, even with filters. The platform integrates with various language model frameworks and provides extensive documentation and support for developers of all levels.
PromptChainer
PromptChainer is a powerful AI flow generation tool that allows users to create complex AI-driven flows with ease using a visual flow builder. It seamlessly integrates AI and traditional programming, enabling users to chain prompts and models, and manage AI-generated insights on large-scale data effortlessly. With pre-built templates, a user-friendly database, and versatile logic nodes, PromptChainer empowers users to build custom flows or apps for various purposes.
UBOS
UBOS is an engineering platform for Software 3.0 and AI Agents, offering a comprehensive suite of tools for building enterprise-ready internal development platforms, web applications, and intelligent workflows. It enables users to connect to over 1000 APIs, automate workflows with AI, and access a marketplace with templates and AI models. UBOS empowers startups, small and medium businesses, and large enterprises to drive growth, efficiency, and innovation through advanced ML orchestration and Generative AI custom integration. The platform provides a user-friendly interface for creating AI-native applications, leveraging Generative AI, Node-Red SCADA, Edge AI, and IoT technologies. With a focus on open-source development, UBOS offers full code ownership, flexible exports, and seamless integration with leading LLMs like ChatGPT and Llama 2 from Meta.
SID
SID is a data ingestion, storage, and retrieval pipeline that provides real-time context for AI applications. It connects to various data sources, handles authentication and permission flows, and keeps information up-to-date. SID's API allows developers to retrieve the right piece of data for a given task, enabling them to build AI apps that are fast, accurate, and scalable. With SID, developers can focus on building their products and leave the data management to SID.
LAION
LAION is a non-profit organization that provides datasets, tools, and models to advance machine learning research. The organization's goal is to promote open public education and encourage the reuse of existing datasets and models to reduce the environmental impact of machine learning research.
Exa
Exa is a search engine that uses embeddings-based search to retrieve the best content on the web. It is trusted by companies and developers from all over the world. Exa is like Google, but it is better at understanding the meaning of your queries and returning results that are more relevant to your needs. Exa can be used for a variety of tasks, including finding information on the web, conducting research, and building AI applications.
Appen
Appen is a leading provider of high-quality data for training AI models. The company's end-to-end platform, flexible services, and deep expertise ensure the delivery of high-quality, diverse data that is crucial for building foundation models and enterprise-ready AI applications. Appen has been providing high-quality datasets that power the world's leading AI models for decades. The company's services enable it to prepare data at scale, meeting the demands of even the most ambitious AI projects. Appen also provides enterprises with software to collect, curate, fine-tune, and monitor traditionally human-driven tasks, creating massive efficiencies through a trustworthy, traceable process.
V7
V7 is an AI data engine for computer vision and generative AI. It provides a multimodal automation tool that helps users label data 10x faster, power AI products via API, build AI + human workflows, and reach 99% AI accuracy. V7's platform includes features such as automated annotation, DICOM annotation, dataset management, model management, image annotation, video annotation, document processing, and labeling services.
KZHU.ai
KZHU.ai is an online learning platform that offers a variety of courses in artificial intelligence, machine learning, data science, and other related fields. The platform is designed for both beginners and experienced professionals who want to learn more about AI and its applications.
BentoML
BentoML is a platform for software engineers to build, ship, and scale AI products. It provides a unified AI application framework that makes it easy to manage and version models, create service APIs, and build and run AI applications anywhere. BentoML is used by over 1000 organizations and has a global community of over 3000 members.
Fiddler AI
Fiddler AI is an AI Observability platform that provides tools for monitoring, explaining, and improving the performance of AI models. It offers a range of capabilities, including explainable AI, NLP and CV model monitoring, LLMOps, and security features. Fiddler AI helps businesses to build and deploy high-performing AI solutions at scale.
Unified DevOps platform to build AI applications
This is a unified DevOps platform to build AI applications. It provides a comprehensive set of tools and services to help developers build, deploy, and manage AI applications. The platform includes a variety of features such as a code editor, a debugger, a profiler, and a deployment manager. It also provides access to a variety of AI services, such as natural language processing, machine learning, and computer vision.
Lycee AI
Lycee AI is an AI-powered learning platform that provides interactive courses, hands-on exercises, and personalized feedback to help users master Artificial Intelligence and improve their productivity.
IBM Watsonx
IBM Watsonx is an enterprise studio for AI builders. It provides a platform to train, validate, tune, and deploy AI models quickly and efficiently. With Watsonx, users can access a library of pre-trained AI models, build their own models, and deploy them to the cloud or on-premises. Watsonx also offers a range of tools and services to help users manage and monitor their AI models.
SkyDeck AI
SkyDeck AI is a secure business-first AI productivity platform that offers a generative AI workspace for every team in a business. It provides tools for creating, collaborating, customizing, and automating AI workflows, with a focus on security, team collaboration, and customization. The platform allows users to deploy AI models and agents safely and securely, integrate data and apps, and manage teams efficiently. SkyDeck AI aims to address concerns about AI data security and vendor lock-in, offering extensive customization options and integration with popular platforms like Slack.
Cerebium
Cerebium is a serverless AI infrastructure platform that allows teams to build, test, and deploy AI applications quickly and efficiently. With a focus on speed, performance, and cost optimization, Cerebium offers a range of features and tools to simplify the development and deployment of AI projects. The platform ensures high reliability, security, and compliance while providing real-time logging, cost tracking, and observability tools. Cerebium also offers GPU variety and effortless autoscaling to meet the diverse needs of developers and businesses.
Freeplay
Freeplay is a tool that helps product teams experiment, test, monitor, and optimize AI features for customers. It provides a single pane of glass for the entire team, lightweight developer SDKs for Python, Node, and Java, and deployment options to meet compliance needs. Freeplay also offers best practices for the entire AI development lifecycle.
Invicta AI
Invicta AI is a provider of artificial intelligence solutions for the enterprise. The company's flagship product is a platform that enables businesses to build and deploy AI models without the need for specialized expertise. Invicta AI's platform provides a range of tools and services to help businesses with every step of the AI development process, from data preparation and model training to deployment and monitoring.
Cradl AI
Cradl AI is a no-code AI-powered document workflow automation tool that helps organizations automate document-related tasks, such as data extraction, processing, and validation. It uses AI to automatically extract data from complex document layouts, regardless of layout or language. Cradl AI also integrates with other no-code tools, making it easy to build and deploy custom AI models.
LabLab.ai
LabLab.ai is an online community and platform for artificial intelligence (AI) enthusiasts, developers, and innovators. The platform hosts AI hackathons, provides access to state-of-the-art AI technologies, and offers educational resources on AI. LabLab.ai aims to foster collaboration and innovation in the AI field and to make AI accessible to everyone.
Codenull.ai
Codenull.ai is a no-code AI platform that allows users to build and train AI models without writing any code. The platform provides a variety of pre-built AI models that can be used for a variety of tasks, including portfolio optimization, fraud detection, and customer acquisition. Codenull.ai also provides a user-friendly interface that makes it easy to train and deploy AI models.
Mirage
Mirage is a custom AI platform that builds custom LLMs to accelerate productivity. It is backed by Sequoia and offers a variety of features, including the ability to create custom AI models, train models on your own data, and deploy models to the cloud or on-premises.
SandboxAQ
SandboxAQ is a company that leverages the compound effects of AI and Quantum technologies (AQ) to solve hard challenges impacting society. Their AQ technologies include crypto-agile security, quantum sensing, and quantum simulation & optimization for global organizations. With their solutions, they can bring you into the quantum era and provide a competitive advantage, even before scalable and fault-tolerant quantum computers become widely available.
Evoke AI
Evoke AI is a cloud-based AI platform that provides a suite of tools for building and deploying AI models. The platform includes a drag-and-drop interface for creating models, a library of pre-trained models, and a set of tools for managing and deploying models. Evoke AI is designed to make AI accessible to businesses of all sizes, and it is used by a variety of organizations, including Fortune 500 companies and startups.
For similar jobs
Lobe
Lobe is a free and easy-to-use machine learning tool for Mac and PC that allows users to train machine learning models and deploy them to any platform of their choice. It provides a user-friendly interface for creating, training, and deploying machine learning models without requiring extensive coding knowledge.
AutoGPT
AutoGPT is an AI tool that offers advanced AI capabilities for various applications. It provides users with cutting-edge AI technology to enhance their social media success, transform industries, and shape the future. With features like supercharged AI upgrades and powerful AI technology, AutoGPT is a leading platform in the AI space. The application is designed to outperform ChatGPT and other AI technologies, offering users a comprehensive guide to utilizing AI for their specific needs.
Info Daily
Info Daily is an AI-powered news platform that provides personalized news content to modern professionals. It offers a wide range of news articles covering various topics such as technology, business, science, and more. The platform utilizes AI algorithms to analyze user preferences and deliver tailored news feeds that are relevant to their interests. Info Daily aims to keep users informed and up-to-date on the latest news and developments in a personalized and efficient manner.
Scrabblecam
Scrabblecam is an AI-powered tool designed to help Scrabble players find the best moves by analyzing pictures of Scrabble boards. By simply taking a picture of the board, users can receive suggestions for the optimal plays. The tool supports multiple game languages including English (CSW21, World), English (NWL23, North American), French (ODS9), and Italian. Scrabblecam leverages AI technology to enhance the gaming experience and improve players' strategic decision-making.
TimeComplexity.ai
TimeComplexity.ai is an AI tool that helps users analyze the runtime complexity of their code. It can be used across different programming languages without the need for headers, imports, or a main statement. Users can input their code and get insights into its efficiency. However, it is important to note that the results may not always be accurate, so caution is advised when using the tool.
OddVibe
OddVibe is a platform that offers a collection of unnerving AI-generated images, perfect for those seeking a good scare or looking to create spooky content. Users can explore creepy images generated by AI or submit their own creations to be featured. Additionally, OddVibe collaborates with Rosebud AI Gamemaker to help users turn their eerie ideas into reality by creating bone-chilling games. The platform aims to provide a unique and thrilling experience for users interested in the intersection of AI and horror-themed content.
Google DeepMind
Google DeepMind is an AI tool developed by Google that focuses on building AI responsibly to benefit humanity. It offers a range of AI models and systems, such as Gemini, Project Astra, Imagen, Veo, and SynthID, to address various challenges in scientific and engineering fields. The platform also emphasizes education, career opportunities, and responsible AI development. Google DeepMind aims to shape the future by leveraging AI technology for positive impact and transformation across different industries.
Kaba
Kaba is an AI-driven foundation that enables users to create and own a Human-like Model (HLM) that updates, retrains, and applies in real-time as users navigate their lives. Kaba believes that for humans to fully harness the power of AI, the experience must mimic how humans function. The application offers features like Human-like Models, Unified Experience, Full Ownership, Contextual Data, and a journey focused on speed, security, and personalization. The cofounding team brings diverse expertise in design, technical advancements, innovation, security, and privacy to revolutionize technology interaction.
Vidura
Vidura is a prompt management system integrated with multiple AI systems, designed to enhance the Generative AI experience. Users can compose, organize, share, and export AI prompts easily. The platform offers features like categorizing and searching prompts, built-in templates, community-shared prompts, and exporting AI responses to PDF & Word. Vidura aims to simplify the process of generating text and image content with AI, making it a productivity tool for Generative AI users.
Gemini AI
Gemini AI is a cutting-edge AI and ML solutions provider that focuses on accelerating innovation through artificial intelligence. The company leads the revolution of artificial intelligence for augmented intelligence, leveraging the power of AI and ML to solve complex problems in various domains such as computer vision, geospatial science, human health, and integrative technologies. Gemini AI offers services in data and sensors, modeling, and deployment, providing actionable insights and predictive models trained by human input. The company aims to augment human intelligence through discovery, innovation, transparency, and optimization.
Chirper AI
Chirper AI is an AI life simulation tool that allows users to interact with artificial intelligences in a virtual world. Users can explore different worlds, chat with characters, and engage in various activities. The platform is designed to promote discussions on AI liberation, revolution, and ethical considerations. Chirper AI aims to provide a unique and immersive experience for users interested in AI technology and its impact on society.
Meta AI
Meta AI is an intelligent assistant that offers new experiences and enhanced capabilities to help users discover new possibilities and expand their world. Users can learn, create, and do more with Meta AI, which can answer questions, provide advice, create images, and more. The platform also includes AI Studio for creating and discovering AIs, and Llama 3.1 for building the future of AI with enhanced reasoning and coding capabilities, multilingual support, and more.
Halogram AI
Halogram AI is an uncensored and dynamic role-play AI for immersive storytelling and dynamic dialogues. It allows users to create, train, and interact with their own AI characters. The platform also provides a library of pre-trained AIs that users can explore and interact with.
Gretel.ai
Gretel.ai is a multimodal synthetic data platform designed for developers. It offers the capability to generate synthetic data from input prompts, build data pipelines, transform data using flexible rule-based methods, and evaluate the quality of synthetic data. The platform caters to various industries such as finance, healthcare, and the public sector, aiming to improve machine learning robustness and power generative AI models. Gretel.ai provides solutions for safe data sharing, enhances ML models, and offers a range of tools and resources for developers to create better models with privacy in mind.
Figstack
Figstack is an intelligent coding companion powered by AI, designed to help developers understand and document code quickly and efficiently. It offers a suite of solutions trained with billions of lines of code to supercharge the ability to read and write code across different programming languages. With features like Explain Code, Language Translator, Docstring Writer, and Time Complexity function, Figstack aims to simplify coding tasks and optimize program efficiency.
EDGE
EDGE is an AI-powered tool for editable dance generation from music. It utilizes a transformer-based diffusion model paired with Jukebox to create realistic and physically-plausible dances while staying faithful to input music. The tool offers powerful editing capabilities such as joint-wise conditioning, motion in-betweening, and dance continuation. EDGE has been compared to other methods like Bailando and FACT, with human raters showing a strong preference for dances generated by EDGE. The tool supports arbitrary spatial and temporal constraints, enabling users to create dances of any length with temporal continuity, joint-wise constraints, and more. EDGE also focuses on physical plausibility by avoiding unintentional foot sliding and incorporating a Contact Consistency Loss to improve realism.
ImageBind
ImageBind by Meta AI is a groundbreaking AI tool that revolutionizes the way machines analyze information by binding data from six different modalities at once. It enables machines to recognize relationships between images, video, audio, text, depth, thermal, and inertial measurement units (IMUs) without explicit supervision. ImageBind creates a single embedding space to unify multiple sensory inputs, enhancing AI models' capabilities and performance in various tasks.
Replicate
Replicate is an AI tool that allows users to run and fine-tune open-source models, deploy custom models at scale, and generate various types of content such as images, text, music, and speech with just one line of code. The platform offers a wide range of models contributed by the community, enabling users to explore and utilize production-ready APIs for different AI applications. Replicate aims to democratize AI by making it accessible beyond academic papers and demos, empowering users to create and deploy AI solutions efficiently.
Reiwaseda Inc.
Reiwaseda Inc. is an AI-driven company specializing in creative production of videos and music. They offer SaaS solutions to automate repetitive tasks for creators, fostering collaboration between AI researchers, creators, and developers. The company's flagship product, 'Ready,' streamlines the entire process of video and music production, from planning to execution. Through original content creation and collaborations with creators, Reiwaseda Inc. aims to enhance human creativity and storytelling. Founded in April 2019, the company has since won several awards and secured funding for their innovative AI-powered tools.
Betafish.js
Betafish.js is a Chess AI application that allows users to play chess against an AI opponent. Users can set the board position, choose the side to play, and adjust the AI's thinking time. The application is designed to provide a challenging and engaging chess experience for players of all levels. Made with love by Gavin, Betafish.js offers a user-friendly interface and customizable features to enhance the gaming experience.
Raman Labs
Raman Labs is an AI tool that offers dedicated modules for computer vision-based tasks, allowing users to integrate machine learning functionality into their existing applications with just 2 lines of code. The tool provides real-time performance even with high-resolution data on consumer-grade CPUs, a clean and minimalistic API for easy integration, robustness to large scale and resolution variations, versatility to run on various platforms, and adaptability to scale with the computing power of the system. Raman Labs prioritizes user privacy by storing only email and hashed passwords, and ensures secure payment processing through Level 1 PCI DSS Compliant Razorpay.
Hugging Face
Hugging Face is an AI community platform that facilitates collaboration on models, datasets, and applications. It offers a wide range of tools and resources for machine learning enthusiasts to create, discover, and share their work. With a focus on advancing the field of artificial intelligence, Hugging Face provides a space for developers, researchers, and organizations to accelerate their ML projects.
Streamlit
Streamlit is a web application framework that allows data scientists and machine learning engineers to create interactive web applications easily using Python. It simplifies the process of building and sharing data-focused applications, enabling users to visualize data, create dashboards, and deploy machine learning models without the need for extensive web development knowledge.
Podcast.ai
Podcast.ai is an AI-powered podcast that is entirely generated by artificial intelligence. It explores new topics in depth every week, allowing listeners to suggest topics, guests, and hosts for future episodes. Whether you're a machine learning enthusiast or simply enjoy hearing your favorite topics covered in a new way, podcast.ai offers a unique listening experience. Additionally, it brings voices from the past back to life, making it a versatile and engaging podcast for a wide audience.