GSEP - "Genomic Self-Evolving Prompt"

GSEP, which stands for Genomic Self-Evolving Prompt, is a tool that helps artificial intelligence (AI) agents learn and improve on their own. It works by adding a special layer to an AI agent's existing language model. This layer changes the way the AI uses prompts, making them smarter and more adaptable over time. GSEP is not meant to build new AI agents from scratch but to make current ones better.

Benefits

After installing GSEP, AI agents become more capable. Their prompts can change to fit each user, unlike standard prompts that are the same for everyone. If the AI's performance starts to slip, GSEP can automatically fix it. The prompts evolve by themselves as the AI interacts with users, so no manual adjustments are needed. The AI can also remember patterns from past conversations and understand its own strengths and weaknesses. Learnings from one AI can even be shared with others.

Use Cases

GSEP can be added to various AI applications. This includes systems that use Express or Fastify APIs, general chat programs, bots for platforms like Discord and Slack, and agents built with LangChain. The process involves replacing the direct call to the AI's language model with a call through GSEP.

Vibes

The project aims to make AI agents feel more 'alive' and encourages users to show their support by starring the project on GitHub if they find it useful. Information about contributing and sponsoring the project is also available.

Additional Information

GSEP has patent applications and trademarks associated with its intellectual property. The core of the project is available under the MIT license, while the Gene Registry uses the BSL 1.1 license. Cloud services have a proprietary license. The project is actively seeking sponsors to help with its development.