Best Deployment and Serving AI Agents (2026)

Deployment and Serving

Llmfit is a terminal tool that optimizes LLM models for a system's hardware configuration. It detects the system's RAM, ...

Deployment and Serving

nano-vllm is a lightweight, optimized implementation of vLLM designed for fast offline inference. It leverages technique...

Deployment and Serving

AirLLM is an open-source tool designed to optimize memory usage during large language model (LLM) inference, enabling mo...

Deployment and Serving

AITemplate is a Python framework that converts deep neural networks into optimized CUDA or HIP C++ code for high-perform...

Deployment and Serving

BentoML is an open-source framework designed for packaging, deploying, and serving machine learning models in production...

Deployment and Serving

BISHENG is an open-source LLM application devops platform designed to streamline the deployment and management of large ...

Deployment and Serving

DeepDetect is a machine learning server designed for deploying and serving models in production environments. It support...

Deployment and Serving

NVIDIA Dynamo is a high-performance inference framework optimized for deploying and serving generative AI and reasoning ...

Deployment and Serving

exo is an open-source tool designed to simplify the deployment and management of AI clusters using everyday consumer dev...

Deployment and Serving

Genkit is an open-source framework designed to streamline the development and deployment of AI-powered applications by p...

Deployment and Serving

Inference is a high-performance inference server designed for deploying computer vision models, supporting popular archi...

Deployment and Serving

IPEX-LLM is a PyTorch-based library optimized for running large language models (LLMs) efficiently on Intel CPUs and GPU...

Deployment and Serving

Jina-serve is an open-source framework for building and deploying AI services with support for multiple communication pr...

Deployment and Serving

KServe is a Kubernetes Custom Resource Definition for serving predictive and generative machine learning models. It prov...

Deployment and Serving

KTransformers is an open-source framework designed to optimize and streamline large language model (LLM) inference, offe...

Deployment and Serving

Langtrace is an open-source observability tool designed for LLM applications, leveraging Open Telemetry to provide real-...

Deployment and Serving

Lepton AI is a Python library designed to simplify the deployment and serving of AI models by converting Python code int...

Deployment and Serving

LightLLM is a Python-based framework designed for efficient inference and serving of large language models (LLMs), optim...

Deployment and Serving

LiteLLM is a Python SDK and proxy server that standardizes interactions with over 100 LLM APIs by converting them into O...

Deployment and Serving

LitServe is an open-source AI model serving engine built on FastAPI, designed to deploy and manage custom inference engi...