mpaepper/llm_agents
Build agents which are controlled by LLMs
This is a small library to help developers build AI agents that use large language models (LLMs) to automate multi-step tasks. Developers can define custom tools (like code execution or web search) and provide a prompt to guide the agent. The agent then processes information in a loop, interacting with these tools to arrive at a final answer. This is for developers looking to understand and build LLM-controlled agents with minimal code.
1,041 stars. No commits in the last 6 months. Available on PyPI.
Use this if you are a developer who wants to quickly understand and implement the core mechanics of an LLM-controlled agent from scratch.
Not ideal if you are looking for a high-level framework with extensive pre-built components and abstractions for building complex AI applications.
Stars
1,041
Forks
84
Language
Python
License
MIT
Category
Last pushed
Jun 23, 2025
Commits (30d)
0
Dependencies
4
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/llm-tools/mpaepper/llm_agents"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related tools
OpenMind/OM1
Modular AI runtime for robots
mesa/mesa-llm
Extension to the Mesa repository to provide with the ability to plug LLM directly into your...
AgentEra/Agently
[GenAI Application Development Framework] 🚀 Build GenAI application quick and easy 💬 Easy to...
rohitg00/awesome-ai-apps
A curated collection of awesome AI Agents and LLM Apps built with multiple tech stacks,...
datapizza-labs/datapizza-ai
Build reliable Gen AI solutions without overhead 🍕