One Soul, Any Model: Portable Memory for Open-Source Agents with .klickd
The article discusses a prototype integration between Hermes Agent and .klickd, aimed at improving the efficiency of AI agents by reducing context rediscovery costs. It highlights the development of a benchmark to measure the effectiveness of using .klickd for loading structured context in agent workflows. The results indicate that existing artifacts can be reused without rerunning processes, emphasizing the potential benefits of the .klickd format.
- ▪The integration aims to address the repeated context costs faced by AI agents during new sessions.
- ▪.klickd is designed to create a portable, encrypted file that stores context for agents to load before starting work.
- ▪The benchmark compares traditional cold starts with the .klickd-loaded mode to measure efficiency in agent workflows.
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try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 3945525) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Davincc77 Posted on May 23 One Soul, Any Model: Portable Memory for Open-Source Agents with .klickd #hermesagentchallenge #devchallenge #agents #ai Hermes Agent Challenge Submission: Build With Hermes Agent This is a submission for the Hermes Agent Challenge: Build With Hermes Agent What I Built I built a prototype integration between Hermes Agent and .klickd, an open portable memory format for AI agents.
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