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agents-from-scratch

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pguso/agents-from-scratch

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

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901 stars226 forksLast push 6mo Python MIT

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Maintenance: Slowing (182d since push); As of today
Provenance: Not a fork · Personal account; As of today
Security (OSV): No lockfile; As of today

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Install

pip install agents-from-scratch

Similar tools

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Overview

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

Capability facts

Languages: python
Source: github.language · Jul 15, 2026

Categories

AI Agents LLM Frameworks

Tags

agent-architecture ai-agents ai-education ai-from-scratch artificial-intelligence llama llm local-llm

For agents

This page has a .md twin and JSON over the API.

/tools/pguso-agents-from-scratch.md GET /api/graphcanon/tools/pguso-agents-from-scratch GET /api/graphcanon/graph?tool=pguso-agents-from-scratch

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