Topics / #microservices

Microservices projects on GitHub

Architectural style splitting applications into small independently deployable services.

As of , the most-starred Microservices projects on GitHub are kubernetes (128.3K stars), nodebestpractices (105.7K stars) and mall (84.9K stars). GitHub.Locker tracks 141 Microservices repositories with 3.5M stars combined. The fastest-growing on October 16 was pentagi, with +219 stars in a day.

141Projects
3.5MStars in total
+938Stars in a day

Hot right now

Most stars gained in a day · Oct 16

The all-time top

Top 100 of 141 · by stars

  1. #1 · kubernetes/kubernetes

    kubernetes

    Kubernetes (K8s) is an open source system for managing containerized applications across multiple hosts, handling the deployment, maintenance, and scaling of those applications.

    128.3K
  2. #2 · goldbergyoni/nodebestpractices

    nodebestpractices

    A curated, community-maintained list that summarizes the top Node.js best practices, style guides, and architectural tips, organized into chapters covering architecture, error handling, code style, testing, production readiness, security, performance, and Docker.

    105.7K
  3. #3 · macrozheng/mall

    mall

    Mall is a full e-commerce system with a storefront (mall-portal) and an admin backend (mall-admin), built on Spring Boot and MyBatis, meant as a complete reference implementation of online shopping.

    84.9K
  1. 4

    spring-boot

    81.7Kspring-projects/spring-boot · Java

    Spring Boot is a Java framework that helps you create production-grade, Spring-powered applications and services with minimal configuration fuss.

  2. 5

    advanced-java

    79.2Kdoocs/advanced-java · Java

    A free, community-curated collection of in-depth Java backend interview questions and answers, covering message queues, search engines, caching, sharding, distributed systems, high availability, microservices, and big-data processing.

  3. 6

    nest

    76.9Knestjs/nest · TypeScript

    Nest is a progressive Node.js framework for building efficient, scalable, enterprise-grade server-side applications using TypeScript (while staying compatible with plain JavaScript).

  4. 7

    awesome-scalability

    74.8Kbinhnguyennus/awesome-scalability

    A curated, continuously updated reading list of articles, case studies, and talks from engineers at companies like Netflix, Uber, Facebook, and Amazon, showing concrete patterns for building scalable, reliable, and performant large-scale systems.

  5. 8

    the-algorithm

    74Ktwitter/the-algorithm · Scala

    This is the actual source code for X's (Twitter's) recommendation algorithm — the collection of services and jobs that build and serve feeds like the For You Timeline, Search, Explore, and Notifications.

  6. 9

    architect-awesome

    60.8Kxingshaocheng/architect-awesome

    A curated technical roadmap in Chinese for backend engineers aiming to become architects, mapping out data structures, algorithms, concurrency, databases, middleware, and system design.

  7. 10

    spring-framework

    60.3Kspring-projects/spring-framework · Java

    Spring Framework is the foundational library for the entire Spring ecosystem, providing core infrastructure (dependency injection, AOP, data access, MVC, etc.) for building enterprise Java applications.

  8. 11

    appwrite

    57.7Kappwrite/appwrite · TypeScript

    Appwrite is an open-source, all-in-one backend platform for building web, mobile, and AI apps, bundling authentication, databases, storage, serverless functions, messaging, realtime, and web hosting in one place.

  9. 12

    etcd

    52.4Ketcd-io/etcd · Go

    A distributed, reliable key-value store for the most critical data of a distributed system, written in Go and kept consistent across machines with the Raft consensus algorithm.

  10. 13

    awesome-design-patterns

    49.4KDovAmir/awesome-design-patterns

    A curated list of links to resources about software and architecture design patterns, covering everything from language-specific patterns to cloud, serverless, microservices, IoT, big data, ML, databases, DevOps, mobile, front-end and security.

  11. 14

    JeecgBoot

    48.2Kjeecgboot/JeecgBoot · Java

    JeecgBoot is an enterprise AI low-code platform: you describe what you need in natural language and it generates the front-end, back-end CRUD code, database tables and menu permissions, while also bundling a Dify-like AI app module with chat, RAG knowledge bases, flow orchestration and MCP plugins.

  12. 15

    serverless

    46.9Kserverless/serverless · JavaScript

    The Serverless Framework is a tool that lets you build and deploy applications on AWS Lambda and other managed cloud services, so they auto-scale, cost nothing when idle, and need minimal upkeep.

  13. 16

    system-design

    46.6Kkaranpratapsingh/system-design

    It is a free course and ebook that teaches how to design large-scale systems and prepares readers for system design interviews.

  14. 17

    awesome-compose

    46.5Kdocker/awesome-compose · HTML

    Awesome Compose is a curated list of Docker Compose samples: ready-made project setups showing how to integrate different services via a Compose file and manage their deployment with Docker Compose.

  15. 18

    grpc

    45.4Kgrpc/grpc · C++

    gRPC is a modern, high-performance open-source RPC (remote procedure call) framework that lets client and server applications communicate transparently across languages and platforms.

  16. 19

    hyperswitch

    45.3Kjuspay/hyperswitch · Rust

    Hyperswitch is an open-source, composable payments platform that lets businesses route, retry, vault, and reconcile payments across 120+ payment processors like Stripe, Adyen, Braintree, and Worldpay, either self-hosted or as a SaaS.

  17. 20

    kong

    44.3KKong/kong · Lua

    Kong is a cloud-native API gateway that also acts as an AI and MCP gateway, handling routing, load balancing, authentication, and traffic management for microservices and LLM/agentic traffic.

  18. 21

    awesome-system-design-resources

    42.4Kashishps1/awesome-system-design-resources · Java

    A free, curated collection of System Design resources: core concepts, networking and API fundamentals, database and caching basics, distributed systems patterns, and a huge list of interview problems, books, courses, and papers — all aimed at prepping for System Design interviews.

  19. 22

    dubbo

    41.6Kapache/dubbo · Java

    Apache Dubbo is an RPC and microservices framework — this repository is its Java implementation. It covers communication, service discovery, traffic management, observability, security, and tooling for building enterprise-grade microservices.

  20. 23

    fiber

    40.2Kgofiber/fiber · Go

    Fiber is an Express-inspired web framework for Go, built on top of the fasthttp engine, with fast development and high performance in mind.

  21. 24

    aspnetcore

    38.5Kdotnet/aspnetcore · C#

    ASP.NET Core is an open-source, cross-platform framework from Microsoft for building modern cloud-connected applications like web apps, IoT apps, and mobile backends.

  22. 25

    istio

    38.4Kistio/istio · Go

    Istio is an open-source service mesh that layers transparently onto existing distributed applications, giving you a uniform way to secure, connect, and monitor microservices with few or no code changes.

  23. 26

    backstage

    34.6Kbackstage/backstage · TypeScript

    An open source framework for building developer portals — one centralized place for your microservices, infrastructure tooling and documentation. Originally built at Spotify, now hosted by the CNCF.

  24. 27

    spring-boot-demo

    34.1Kxkcoding/spring-boot-demo · Java

    A large collection of hands-on Spring Boot demos: 66 planned integration modules (55 finished) covering ORM, caching, messaging, security, databases, logging and more, meant for learning Spring Boot by example.

  25. 28

    kafka

    34Kapache/kafka · Java

    Apache Kafka is an open-source distributed event streaming platform used by thousands of companies for high-performance data pipelines, streaming analytics, data integration, and mission-critical applications.

  26. 29

    nacos

    33.5Kalibaba/nacos · Java

    Nacos is a platform from Alibaba for dynamic service discovery, configuration management, and service management, aimed at building cloud-native microservices and AI applications.

  27. 30

    go-zero

    33.4Kzeromicro/go-zero · Go

    go-zero is a cloud-native Go framework for building web and RPC microservices, packed with built-in engineering practices. It has been serving sites with tens of millions of users for years and is listed in the CNCF Landscape.

  28. 31

    conductor

    32.3Kconductor-oss/conductor · Java

    An open-source durable execution engine for microservices and AI agents: it persists every workflow step so long-running processes survive crashes, retries, and restarts. It originated at Netflix and is maintained by Orkes and the community.

  29. 32

    pentagi

    30.8Kvxcontrol/pentagi · Go

    PentAGI (Penetration testing Artificial General Intelligence) is a fully autonomous AI agent system that performs complex penetration testing tasks for you.

  30. 33

    consul

    30.1Khashicorp/consul · Go

    Consul is a distributed, highly available, data center aware solution for connecting and configuring applications across dynamic, distributed infrastructure. It is built to be datacenter aware and can support any number of regions without complex configuration.

  31. 34

    apollo

    29.8Kapolloconfig/apollo · Java

    Apollo is a reliable configuration management system. It centrally manages the configurations of different applications and different clusters, and is built for microservice configuration management scenarios.

  32. 35

    system-design-academy

    29.4Ksystemdesign42/system-design-academy

    A curated collection of system design case studies, fundamentals, interview prep, and AI engineering resources, organized as a big reference list tied to a newsletter.

  33. 36

    spring-cloud-alibaba

    29.2Kalibaba/spring-cloud-alibaba · Java

    A Spring Cloud toolkit from Alibaba: a one-stop set of components for building distributed Java applications on Alibaba middleware such as Nacos, Sentinel, RocketMQ and Seata.

  34. 37

    envoy

    29.1Kenvoyproxy/envoy · C++

    Envoy is a cloud-native, high-performance proxy for edge, middle, and service-to-service traffic. It is an open-source project hosted by the CNCF.

  35. 38

    SpringAll

    28.9Kwuyouzhuguli/SpringAll · Java

    A large collection of hands-on Spring tutorials in Chinese covering Spring Boot, Spring Boot & Shiro, Spring Batch, Spring Cloud, Spring Cloud Alibaba, and Spring Security & OAuth2, each paired with runnable example code and a companion blog post.

  36. 39

    kit

    27.4Kgo-kit/kit · Go

    Go kit is a programming toolkit (a set of packages and best practices) for building microservices or well-structured monoliths in Go, solving common distributed-systems and architecture problems so you can focus on business logic.

  37. 40

    dapr

    26.2Kdapr/dapr · Go

    Dapr is an open-source, CNCF-graduated runtime for building distributed applications, workflows, and AI agents. It packages durable execution, secure service-to-service communication, state management, and event-driven messaging behind one consistent set of APIs.

  38. 41

    kratos

    26Kgo-kratos/kratos · Go

    Kratos is a lightweight Go framework for building cloud-native microservices, with small, explicit APIs so your code can focus on business logic instead of plumbing.

  39. 42

    nsq

    25.8Knsqio/nsq · Go

    NSQ is a realtime distributed messaging platform — a message queue built to operate at scale, handling billions of messages per day.

  40. 43

    kuboard-press

    25.3Keip-work/kuboard-press · Shell

    Kuboard is a free management interface built for Kubernetes (compatible with K8s 1.13+) that turns cluster management into a visual web dashboard. This repo holds the source of its v4 documentation site.

  41. 44

    skywalking

    25Kapache/skywalking · Java

    Apache SkyWalking is an open-source APM (Application Performance Monitoring) system for monitoring, tracing and diagnosing distributed systems. It is built for microservices, cloud native and container-based architectures.

  42. 45

    Hystrix

    24.5KNetflix/Hystrix · Java

    Hystrix is a Java library that isolates calls to remote services and third-party libraries, stopping cascading failures and enabling resilience in complex distributed systems.

  43. 46

    redisson

    24.4Kredisson/redisson · Java

    A Java client and real-time data platform for Redis and Valkey: 50+ distributed Java objects, collections and services — maps, queues, locks, rate limiters, bloom filters, schedulers — beyond what Redis offers natively.

  44. 47

    eShopOnContainers

    24.3Kdotnet-architecture/eShopOnContainers · C#

    A cross-platform .NET sample app demonstrating a microservices, container-based architecture: it runs on Linux, Windows and macOS, powered by .NET 7, Docker containers and Azure Kubernetes Services.

  45. 48

    jaeger

    23.3Kjaegertracing/jaeger · Go

    Jaeger is a distributed tracing platform that helps you monitor and troubleshoot requests as they flow through microservices-based systems.

  46. 49

    Sentinel

    23.1Kalibaba/Sentinel · Java

    Sentinel is a flow control, traffic shaping, circuit breaking and system adaptive overload protection component for microservices, built and battle-tested at Alibaba across years of Double-11 shopping festivals.

  47. 50

    source-code-hunter

    23.1Kdoocs/source-code-hunter · Java

    This is a curated collection of deep-dive articles that explain, from the source code itself, how popular Java frameworks and middleware actually work under the hood - including the Spring family, MyBatis, Netty, Dubbo, Redis, Tomcat, Nacos, Sentinel and RocketMQ, plus a bonus section on core JDK classes and concurrency utilities.

  48. 51

    grpc-go

    23.1Kgrpc/grpc-go · Go

    The Go implementation of gRPC: a high performance, open source, general RPC framework that puts mobile and HTTP/2 first. You use it to build gRPC clients and servers in Go.

  49. 52

    go-micro

    23.1Kmicro/go-micro · Go

    Go Micro is an agent harness and service framework for Go — a runtime around an agent (its tools, memory, guardrails, workflows, and services) where agents, services, and durable flows all share one runtime.

  50. 53

    chi

    23Kgo-chi/chi · Go

    chi is a lightweight, idiomatic and composable router for building Go HTTP services, aimed especially at large REST APIs that stay maintainable as the project grows and changes.

  51. 54

    thingsboard

    22.6Kthingsboard/thingsboard · Java

    ThingsBoard is an open-source IoT platform for device management, data collection, processing, and visualization: connect devices, store their telemetry, and build dashboards on top.

  52. 55

    generator-jhipster

    22.5Kjhipster/generator-jhipster · TypeScript

    An open-source development platform for quickly generating, developing, and deploying modern web applications and microservice architectures: you answer its prompts, and it hands you a complete full-stack codebase.

  53. 56

    microservices-demo

    21.1KGoogleCloudPlatform/microservices-demo · Go

    Online Boutique is a sample cloud-first e-commerce web app made of 11 microservices in different languages, built by Google to demonstrate Kubernetes, gRPC, Istio and other Google Cloud technologies.

  54. 57

    nats-server

    20.9Knats-io/nats-server · Go

    This is the NATS server — the high-performance core of NATS.io, a messaging system for connecting digital systems, services and devices. It's a CNCF project.

  55. 58

    gofr

    20.8Kgofr-dev/gofr · Go

    An opinionated Go framework for building microservices fast — database support and observability (logs, traces, metrics) come built in, so you write service code instead of infrastructure glue.

  56. 59

    architecture.of.internet-product

    20.8Kdavideuler/architecture.of.internet-product · HTML

    This is a curated Chinese-language collection of real-world technical architecture documents from major internet companies — WeChat/Tencent, Taobao/Alibaba, Meituan-Dianping, Baidu, Qihoo 360, and global players like OpenAI, Google, Facebook, Amazon and eBay.

  57. 60

    SpringBoot-Labs

    20.1Kyudaocode/SpringBoot-Labs · Java

    A large Java learning repository packed with hands-on example modules covering six Spring-related technology stacks: Spring Boot 2.X, Spring Cloud, Spring Cloud Alibaba, Dubbo, distributed message queues, and distributed transactions.

  58. 61

    AspNetCore-Developer-Roadmap

    19.7KMoienTajik/AspNetCore-Developer-Roadmap

    A roadmap chart showing the skills and libraries you need to learn to become an ASP.NET Core developer, updated for 2026.

  59. 62

    yudao-cloud

    19.6KYunaiV/yudao-cloud · Java

    It's an open-source enterprise admin platform: a Spring Cloud Alibaba microservices backend plus a web admin console and a user mini-program, with RBAC permissions, multi-tenancy, workflow, payment, mall, CRM, ERP, IM, AI and IoT modules built in.

  60. 63

    Sa-Token

    19.1Kdromara/Sa-Token · Java

    Sa-Token is a free, open-source Java authentication and authorization framework covering login, permission checks, SSO, OAuth2.0 and microservice gateway auth — one lightweight dependency for all of it.

  61. 64

    iii

    18.8Kiii-hq/iii · Rust

    iii is a real-time engine for your backend stack: queues, cron, HTTP, state, observability, agents, and sandboxes are collapsed into one live system surface where every service is composable and observable.

  62. 65

    system-design-resources

    18.5KInterviewReady/system-design-resources

    A curated collection of the best System Design resources on the Internet — one README that organizes engineering writeups, papers and talks into a topic-by-topic reading list.

  63. 66

    bit

    18.5Kteambit/bit · TypeScript

    Bit is an open-source build system for the AI era: it organizes source code into composable, reusable components and apps. Developers and AI agents create and reuse these components via MCP, preventing code duplication.

  64. 67

    sealos

    18.4Klabring/sealos · Go

    Sealos is an AI-native cloud operating system built on Kubernetes. It unifies the whole application lifecycle — from development in cloud IDEs to production deployment and management — targeting AI apps, SaaS platforms and microservices.

  65. 68

    fastapi-best-practices

    18.2Kzhanymkanov/fastapi-best-practices

    A curated collection of best practices and conventions for building FastAPI applications, based on lessons learned building production systems at a startup.

  66. 69

    SpringCloudLearning

    17.9Kforezp/SpringCloudLearning · Java

    This is the source code accompanying 'The Simplest Spring Cloud Tutorial Ever' (史上最简单的SpringCloud教程), a long-running Chinese blog series by author forezp that teaches Spring Cloud microservices step by step, covering service registration, service calls, circuit breaking, gateways, config, tracing and more.

  67. 70

    toBeBetterJavaer

    17.8Kitwanger/toBeBetterJavaer · Java

    toBeBetterJavaer (二哥的Java进阶之路) is a free, community-built Chinese knowledge base of original articles covering Java fundamentals, concurrency, the JVM, enterprise development (Spring Boot, MySQL, Redis) and interview prep, meant to help readers 'become a better Java developer'.

  68. 71

    brpc

    17.6Kapache/brpc · C++

    bRPC is an industrial-grade C++ RPC framework built at Baidu for high-performance systems like search, storage, machine learning, advertisement and recommendation; the name stands for 'better RPC'.

  69. 72

    zipkin

    17.5Kopenzipkin/zipkin · Java

    Zipkin is a distributed tracing system. It gathers timing data from your services to help troubleshoot latency problems, offering both collection and lookup of that data.

  70. 73

    apisix

    17.2Kapache/apisix · Lua

    Apache APISIX is an open-source, dynamic, real-time, high-performance API Gateway that also serves as an AI Gateway. It provides traffic management — load balancing, canary release, circuit breaking, authentication, observability — for both north-south and east-west traffic.

  71. 74

    httprouter

    17.1Kjulienschmidt/httprouter · Go

    HttpRouter is a lightweight, high performance HTTP request router (a multiplexer) for Go, built as an alternative to the default net/http mux.

  72. 75

    nomad

    17Khashicorp/nomad · Go

    Nomad is a workload orchestrator from HashiCorp that deploys and manages containers, non-containerized apps, and virtual machines across on-prem and cloud infrastructure at scale.

  73. 76

    Back-End-Developer-Interview-Questions

    17Karialdomartini/Back-End-Developer-Interview-Questions

    A curated list of back-end related interview questions covering design patterns, languages, databases, concurrency, distributed systems, security and more, meant to inspire interview conversations.

  74. 77

    qiankun

    16.7Kumijs/qiankun · TypeScript

    Qiankun is a JavaScript framework for building micro-frontend applications, letting independently built and deployed apps (React, Vue, or anything else) run together inside one host page.

  75. 78

    open-im-server

    16.7Kopenimsdk/open-im-server · Go

    OpenIM is an open-source instant messaging solution made up of OpenIMServer (backend) and OpenIMSDK (client library), giving developers everything needed to add chat, user management, and group management to their own apps.

  76. 79

    zheng

    16.6Kshuzheng/zheng · Java

    Zheng is a distributed microservices architecture and set of enterprise system modules for building Java web applications, built on Spring, SpringMVC and MyBatis. It bundles ready modules for permission management/SSO, CMS, payments, user center, WeChat platform, file storage, config center, logging and task scheduling.

  77. 80

    springboot-learning-example

    16.6KJeffLi1993/springboot-learning-example · Java

    A collection of hands-on Spring Boot 2.x tutorial examples, covering core techniques from basics to advanced integrations, meant for beginners and for solidifying core Spring Boot skills.

  78. 81

    amplication

    16Kamplication/amplication · TypeScript

    Amplication is a platform that generates production-ready backend microservices — APIs, data models, DTOs and more — embedding your organization's best practices, so engineers can focus on business logic instead of boilerplate.

  79. 82

    quarkus

    15.9Kquarkusio/quarkus · Java

    Quarkus is an open-source Java framework for writing cloud-native applications, built from the start with Linux containers in mind.

  80. 83

    domain-driven-hexagon

    15KSairyss/domain-driven-hexagon · TypeScript

    A learning resource that documents how to design backend software using Domain-Driven Design, Hexagonal/Clean/Onion Architecture and SOLID principles, with runnable TypeScript/NestJS code examples illustrating every pattern.

  81. 84

    technology-talk

    14.7Kaalansehaiyang/technology-talk

    A curated Chinese knowledge base of Java interview prep articles, system architecture notes, middleware deep-dives, and career advice, written by a self-described Alibaba P7 architect who goes by 'Tom哥'.

  82. 85

    vert.x

    14.7Keclipse-vertx/vert.x · Java

    Vert.x Core is a toolkit for building reactive, event-driven applications on the JVM, providing low-level support for HTTP, TCP, file system access, and more.

  83. 86

    ktor

    14.5Kktorio/ktor · Kotlin

    Ktor is an asynchronous framework for creating microservices, web applications and more, written in Kotlin from the ground up.

  84. 87

    awesome-microservices

    14.5Kmfornos/awesome-microservices

    A curated list of Microservice Architecture related principles and technologies — a link catalog of platforms, frameworks, toolkits, standards and further reading for building service-oriented systems.

  85. 88

    jib

    14.5KGoogleContainerTools/jib · Java

    Jib builds optimized Docker and OCI container images for Java applications without needing a Docker daemon or deep Docker expertise.

  86. 89

    abp

    14.4Kabpframework/abp · C#

    ABP is an open-source web application framework for ASP.NET Core that gives you an opinionated architecture for building enterprise software, with infrastructure, startup templates, pre-built application modules, UI themes and tooling included.

  87. 90

    workflow

    14.4Ksogou/workflow · C++

    Sogou C++ Workflow is an enterprise-grade C++ engine for asynchronous networking and parallel computing, used internally by Sogou to power search, cloud input method, and ad services, handling billions of requests daily.

  88. 91

    zuul

    14.1KNetflix/zuul · Java

    Zuul is Netflix's L7 (application-layer) gateway service that handles dynamic routing, monitoring, resiliency, and security for traffic flowing into a set of backend services.

  89. 92

    piggymetrics

    14Ksqshq/piggymetrics · Java

    Piggy Metrics is a simple personal finance app built to demonstrate the microservice architecture pattern with Spring Boot, Spring Cloud and Docker.

  90. 93

    apollo-server

    14Kapollographql/apollo-server · TypeScript

    Apollo Server is an open-source, spec-compliant GraphQL server for Node.js that lets you build a production-ready, self-documenting GraphQL API from any data source, either standalone or plugged into frameworks like Express, Connect, Hapi, or Koa.

  91. 94

    single-spa

    13.9Ksingle-spa/single-spa · JavaScript

    single-spa is a JavaScript framework for front-end microservices, described as 'the router for easy microfrontends'. It lets you split a web app into micro frontends that coexist on the same page, each optionally written with its own framework.

  92. 95

    pinpoint

    13.9Kpinpoint-apm/pinpoint · Java

    Pinpoint is an APM (Application Performance Management) tool for large-scale distributed systems, mainly written for Java (with PHP and Python agent support), inspired by Google's Dapper paper.

  93. 96

    akka-core

    13.3Kakka/akka-core · Scala

    Akka is a platform for building highly responsive, resilient and scalable distributed services; this repo holds its core libraries. It is used for transactional, analytical, agentic-AI, digital-twin, IoT and edge-to-cloud systems.

  94. 97

    awesome-nestjs

    13.2Knestjs/awesome-nestjs

    A curated list of resources, tools, libraries, boilerplates, and tutorials related to the NestJS backend framework.

  95. 98

    mall-swarm

    13.2Kmacrozheng/mall-swarm · Java

    mall-swarm is a microservices-based e-commerce platform built with Spring Cloud and Spring Cloud Alibaba, bundling a storefront, mobile app backend, and an admin panel with full infrastructure like a registry, config center, monitoring, and gateway.

  96. 99

    spring-boot-admin

    12.9Kcodecentric/spring-boot-admin · Java

    An open-source admin UI by codecentric: a web dashboard for monitoring and managing Spring Boot applications — health, metrics, logs, threads and configuration in one place.

  97. 100

    clip-as-service

    12.8Kjina-ai/clip-as-service · Python

    CLIP-as-service is a low-latency, high-scalability service for embedding images and text with CLIP models, so you can plug it into neural search or cross-modal retrieval apps as a microservice.

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