Best ai system architecture tools in 2025

Humanloop

Collaborative environment for evaluating large language models.

Mitra

Community-driven software for efficient AI development.

liteLLM

Access over 100 language models with ease and reliability.

COG

Streamlined deployment of machine learning models across environments.

neongod.ai

Guidance for integrating AI into creative workflows.

Novita

User-friendly AI model deployment with scalable GPU resources.

Modelbit

Infrastructure-as-code for deploying machine learning models.

Entry Point

Streamline fine-tuning for language models with user-friendly features.

Free + from $49/m
open
Vllm

Efficient engine for serving large language models with speed.

NVIDIA TensorRT

Optimizes AI model inference for real-time applications.

Nitro

Offline AI assistant for personalized interactions and creativity.

Intelยฎ AI Academy

Comprehensive AI development support for efficient project execution.

Cloudera Data Science Workbench

Collaborative environment for data science projects and model deployment.

Subscription + from $0.04/ccu
open
SAS Model Manager

Manage analytics models effectively with streamlined oversight.

Sagify

Effortlessly manage machine learning tasks and model deployment.

Llm-x

Streamlined API for integrating multiple language models.

AI Guru

Training and mentoring for AI technology adoption.

WizModel

Run machine learning models effortlessly with minimal code.

Predictionguard

Secure AI development focused on data privacy and compliance.

Datasaur

Data labeling and private LLM development made efficient.

AI-Flow

Create custom AI workflows with a simple interface.

Chainlit.io

Build, deploy, and manage AI applications with ease.

Metaflow

Build and manage machine learning projects effortlessly.

ManagePrompt

Streamlined development for AI applications with managed infrastructure.

PRST.ai

Efficiently manage multiple AI services from one interface.