"Agents" originated in reinforcement learning, where they learn by interacting with an environment and receiving a reward signal. However, LLM-based agents today do not learn online (i.e. continuously in real time) via reinforcement.
Cloudflare Workers AI Alternatives
Cloudflare Workers AI is described as 'A serverless AI platform that runs models on Cloudflare's network, offering over 50 open-source models and a comprehensive suite for global application deployment' and is an app. There are more than 50 alternatives to Cloudflare Workers AI for a variety of platforms, including Mac, Windows, Linux, Web-based and Self-Hosted apps. The best Cloudflare Workers AI alternative is Ollama, which is both free and Open Source. Other great apps like Cloudflare Workers AI are Jan.ai, GPT4ALL, Open WebUI and AnythingLLM.
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