gepa-ai/gepa

Open Source

General-Purpose Descendants Updated Apr 1, 2026

🔄 Updated Apr 2026 🖥️ Self-hostable

Overview

gepa-ai/gepa is an AI agent in the General-Purpose Descendants category. — **GEPA (Genetic-Pareto)** — ICLR 2026 Oral. Reflective prompt evolution that outperforms RL (GRPO) on benchmarks. Optimizes any textual parameters against any metric using natural language reflection.

Problem It Solves

This tool addresses challenges in the general-purpose descendants domain.

Target Audience: Developers and teams working with general-purpose descendants automation.

Inputs

• User configuration
• API credentials (if required)
• Task parameters

Outputs

• Automated task results
• Status reports
• Generated content or actions

Example Workflow

1 User configures the agent with required parameters
2 Agent receives input data or trigger
3 Agent processes the request using its core logic
4 Agent interacts with external services if needed
5 Results are returned to the user

Sample System Prompt


              You are gepa-ai/gepa, an AI assistant. Help the user accomplish their task efficiently.

Tools & Technologies

LLM APIs Python

Alternatives

• AutoGPT
• LangChain Agents
• CrewAI

FAQs

Is this agent open-source?: Yes
Can this agent be self-hosted?: Yes
What skill level is required?: Intermediate

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