Clawdbot is an open-source AI assistant designed to run locally on your machine, unlike cloud-based alternatives like ChatGPT and Claude. Created by Peter Steinberger, it has gained over 32,600 stars on GitHub. The standout feature is its persistent memory system, which allows it to remember conversations and tasks indefinitely. This system gives users complete control over their data, storing everything locally in Markdown files rather than on a company's servers. The memory system operates on two layers: daily logs for ephemeral notes and a long-term memory file for significant information. Users can write to memory through standard tools, and the system automatically compacts older conversations to manage context limits. Clawdbot employs both semantic and keyword searches to retrieve memories, ensuring relevant results whether you're looking for concepts or specific details. Clawdbot supports multiple agents, each with its own isolated memory. This setup allows users to maintain distinct contexts for personal and work-related tasks. The system is designed to prioritize transparency, enabling users to edit and manage their memory files easily. With features like automatic compaction and manual memory flushing, Clawdbot aims to keep memory management straightforward while minimizing data loss.