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  5. Manage AI models

Best AI Tools to Manage AI models

Configure, switch, organize, and manage multiple AI models and providers.

Write codeReview codeBuild appsBuild AI appsAutomate software developmentTest websitesBuild RAG systemsCreate knowledge graphsAnalyze codebasesGenerate software documentationManage AI memoryConnect AI to appsEngineer promptsFine-tune AI modelsRun AI models locallyServe AI modelsMonitor infrastructureManage databasesRun code in sandboxesManage API gatewaysBuild search enginesOptimize AI contextRun distributed computing

Showing 3 of 3 tools

Ollama
Code
2023-06-26
Ollama logo
Ollama
177K

Platform for running large language models locally on a computer

Freemium • $0Open tool →
Cursor
Code
2026-07-07
Cursor logo
Cursor

AI coding editor and autonomous software development platform

Freemium • $0Open tool →
transformers
Code
2018-10-29
transformers logo
transformers
163K

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

FreeOpen tool →

Model management tools help you configure, switch between and organize many AI models and providers in one place. They include model routers, gateways, desktop apps and registries that track versions, costs and usage.

Why manage multiple models

Different models are better or cheaper for different tasks. A management layer lets you route requests to the right model, fall back when a provider fails, compare quality and track spending across providers without rewriting your app.

Choosing a tool

Compare supported providers and local models, routing rules, cost tracking, rate limiting, key management, logging and whether it runs locally or as a hosted service.

FAQ

What is an LLM router?

A tool that sends each request to the most suitable model based on rules such as cost, speed or task type.

Can I use several AI providers in one app?

Yes. Gateways and SDKs offer one interface for many providers, making it easy to switch or combine them.

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