PromptMage helps create and manage workflows for large language models.
LLM Agents
This repository provides code for building agents controlled by large language models.

About LLM Agents
LLM Agents is a small library for building agents controlled by large language models, heavily inspired by langchain. It was written to show the core parts of a simple agent in very few lines of code. The agent cycles through Thought, Action and Observation, adding new information to the prompt until it can give a final answer.
Pricing is not clearly stated.
Key features
- Execute Python code in a REPL
- Use Google search
- Search Hacker News
- Build custom tools or omit tools
- Requires OPENAI_API_KEY to use the OpenAI API
- Requires SERPAPI_API_KEY to use the Google search tool
- Requires cloning the repository and local pip install
LLM Agents at a glance
- Category
- AI & Machine Learning › AI Agents & Automation
- Type
- Open-source project
- Pricing
- Not confirmed. Check the site
- Details verified
- Oct 22, 2026 · Official source
- Open source
- Yes · Source code
- Language
- English
- Last checked
- Oct 6, 2026 · Online when checked
- Listed
- Oct 5, 2026
LLM Agents alternatives
Tools and sites you could use instead, ranked by how closely they match.
XAgent supports autonomous complex task solving with a large language model agent.
ThinkGPT provides agent techniques intended to extend the capabilities of large language models.
JARVIS connects large language models with machine learning models and tools from the ML community.
Use L2MAC, an automatic computer framework built around large language models.
SymbolicAI explores a neurosymbolic approach to large language models.
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