serve
AI service framework
A framework for building and deploying AI services that can be scaled from local development to production
☁️ Build multimodal AI applications with cloud-native stack
21k stars
215 watching
2k forks
Language: Python
last commit: 3 months ago cloud-nativecncfdeep-learningdockerfastapiframeworkgenerative-aigrpcjaegerkubernetesllmopsmachine-learningmicroservicemlopsmultimodalneural-searchopentelemetryorchestrationpipelineprometheus
Related projects:
| Repository | Description | Stars |
|---|---|---|
| jina-ai/clip-as-service | A service that provides fast and scalable image-text embeddings using CLIP models, supporting visual reasoning and integration with neural search ecosystems. | 12,497 |
| jina-ai/dalle-flow | An interactive workflow for generating high-definition images from text prompts using a human-in-the-loop approach | 2,837 |
 fedml-ai/fedml | A unified and scalable machine learning library for large-scale distributed training, model serving, and federated learning. | 4,205 |
 meta-llama/llama-stack | Provides pre-packaged building blocks for generative AI applications with standardized APIs and service-oriented design. | 5,164 |
 bentoml/bentoml | An open-source Python framework for building model inference APIs and serving AI models in production environments. | 7,222 |
 kong/kong | A platform that provides a centralized layer for managing and orchestrating API traffic and microservices | 39,568 |
 tensorflow/serving | A high-performance serving system for machine learning models in production environments. | 6,195 |
 gofireflyio/aiac | A tool that generates Infrastructure as Code templates and configurations using large language models. | 3,549 |
 livekit/agents | An open-source framework for building real-time, multimodal AI applications with flexible integrations and a focus on voice agents and conversational flow. | 4,210 |
 vercel/ai | A toolkit for building AI-powered applications with various frameworks and model providers | 10,554 |
 google-ai-edge/mediapipe | A platform providing pre-built machine learning models and APIs for cross-platform deployment on various devices | 27,962 |
 sinaptik-ai/pandas-ai | Makes data analysis conversational using LLMs and natural language | 13,714 |
 significant-gravitas/autogpt | A platform for building and deploying autonomous AI agents to automate complex workflows | 169,186 |
 mindsdb/mindsdb | A platform for building AI agents that can learn from and answer questions across multiple data sources using machine learning and natural language processing. | 26,915 |
 portkey-ai/gateway | A fast and secure routing service for integrating with large language models | 6,557 |