Rank #5,918 1,051 starsPython

agents-from-scratch

by pguso (personal account)

Build AI agents from first principles using a local LLM - no frameworks, no cloud APIs, no hidden reasoning. (description from the project’s GitHub page)

View on GitHub

Repository facts

Stars: 1,051
Forks: 272
Open issues and pull requests: 5
Primary language: Python
License: MIT License (MIT)
Owner: pguso · Personal account
Created: Dec 22, 2025
Last push: Jul 25, 2026

Topics

Rank #5,918 of 9,507 in AI on GitHub, by stars. Data from the GitHub API, fetched Oct 18, 2026; star counts change daily. Stars measure popularity, not quality or safety, and a listing is not an endorsement. How this list is made

Add this badge to your README

Ranked #5,918 in AI on GitHub Shows this repository’s rank in AI on GitHub and links back to this page. Ranks are by stars and change when the list is refreshed. The badge is not an endorsement or a rating. About the badges

Markdown (for a README)

[![Ranked #5,918 in AI on GitHub](https://unitedstatesofamericasuperintelligence.com/badges/github/pguso--agents-from-scratch.svg)](https://unitedstatesofamericasuperintelligence.com/github/pguso--agents-from-scratch/)

HTML

<a href="https://unitedstatesofamericasuperintelligence.com/github/pguso--agents-from-scratch/"><img src="https://unitedstatesofamericasuperintelligence.com/badges/github/pguso--agents-from-scratch.svg" alt="Ranked #5,918 in AI on GitHub" height="20"></a>

Projects that share this one’s GitHub topics.

Rank 4,832: explosion/spacy-llm
🦙 Integrating LLMs into structured NLP pipelines
1,397 starsPythonMITLast push Sep 27, 2026
Rank 3,335: GammaLabTechnologies/harmonist
Portable AI agent orchestration with mechanical protocol enforcement. 186 agents, zero runtime dependencies.
2,254 starsPythonMITLast push Jun 9, 2026
Rank 3,498: 4thfever/cultivation-world-simulator
基于 AI Agent 工作流的修仙世界模拟器，旨在还原智能、开放的仙侠世界。| An open-source Cultivation World Simulator using Agentic Workflow to create a dynamic, emerging Xianxia world.
2,114 starsPythonOther licenseLast push Aug 16, 2026
Rank 6,667: promptise-com/Foundry
The foundation layer for agentic intelligence.
874 starsPythonApache-2.0Last push Oct 18, 2026
Rank 8,351: winstonkoh87/Athena-Public
Local-first memory, decision engine, and governance harness for AI agents — portable across IDEs. Own the state. Rent the intelligence.
618 starsPythonMITLast push Oct 18, 2026
Rank 1,928: langroid/langroid
Harness LLMs with Multi-Agent Programming
4,119 starsPythonMITLast push Oct 18, 2026

Repository facts

Topics

Add this badge to your README

Related projects

Rank 4,832: explosion/spacy-llm

Rank 3,335: GammaLabTechnologies/harmonist

Rank 3,498: 4thfever/cultivation-world-simulator

Rank 6,667: promptise-com/Foundry

Rank 8,351: winstonkoh87/Athena-Public

Rank 1,928: langroid/langroid

Support Us