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agents-from-scratch
Python

agents-from-scratch

Build AI agents from first principles using a local LLM - no frameworks, no cloud APIs, no hidden reasoning.

by pguso · GitHub
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agent-architectureai-agentsai-educationMITPythonSelf-hostable
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In plain words

Learn how to create AI agents step by step using a local model without relying on external tools or services.

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2026-07-202026-08-31
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📄 About

Build AI agents from first principles using a local LLM - no frameworks, no cloud APIs, no hidden reasoning.

agents-from-scratch has 972 stars on GitHub. It has been forked 244 times. agents-from-scratch is written mainly in Python. It has been in active development since 2025. agents-from-scratch is available under the MIT license. Its main topics are agent-architecture, ai-agents, ai-education, ai-from-scratch.

Frequently asked questions

What is agents-from-scratch?

Build AI agents from first principles using a local LLM - no frameworks, no cloud APIs, no hidden reasoning.

Is agents-from-scratch open source?

agents-from-scratch is an open-source project. It is released under the MIT license.

Is agents-from-scratch free?

Yes. agents-from-scratch is free and open source — you can use, modify and self-host it.

What license does agents-from-scratch use?

agents-from-scratch is available under the MIT license.

What language is agents-from-scratch written in?

agents-from-scratch is written mainly in Python.

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