PMB - memory that prioritizes local storage for your AI coding assistant.

PMB is a local-first memory solution designed for AI coding agents, allowing them to retain information across sessions. It stores decisions, lessons, and project facts in a single SQLite file on your disk, ensuring privacy and quick recall without relying on cloud services. The tool integrates seamlessly with various AI agents, enhancing their capabilities by providing persistent memory.

1. Local Memory Storage

   PMB stores all memory locally in an SQLite file, ensuring that users have complete ownership and control over their data.

2. Seamless Integration

   Works with multiple AI agents like Claude Code, Cursor, Codex, and Zed, allowing for easy integration with existing workflows.

3. Fast Recall

   The system is designed for quick access, with recall times around 35 milliseconds, ensuring that agents can retrieve relevant information almost instantly.

4. Automatic Memory Injection

   PMB injects the right memory into the agent's workflow automatically, allowing for context-aware responses without manual intervention.

5. Hybrid Recall Mechanism

   Utilizes a combination of BM25, dense vectors, and an entity graph to ensure high recall accuracy, providing the most relevant information to the agent.

6. Memory Hygiene

   The system automatically manages memory decay, archiving, and deduplication, ensuring that only useful information is retained.

1. Install PMB using the command: $ pip install pmb-ai.
2. Connect your AI agent to PMB with the command: $ pmb connect <agent-name>.
3. Use the dashboard to explore and manage your memory: $ pmb dashboard.
4. Regularly check the memory hygiene to prune unhelpful lessons and decisions.

What is PMB?

PMB is a local-first memory management tool for AI coding agents, designed to enhance their ability to remember and utilize information across sessions.

How does PMB work?

PMB records and recalls information automatically, injecting relevant memories into the agent's workflow before it processes requests, ensuring context-aware interactions.

Can I use PMB with any AI agent?

Yes, PMB is compatible with any MCP-aware agent, including Claude Code, Cursor, Codex, and Zed, allowing for flexible integration.

Is my data safe with PMB?

Absolutely. PMB operates entirely offline, storing all data locally without any network calls, ensuring complete privacy and security.

Is PMB free to use?

Yes, PMB is open-source under the Apache 2.0 license, meaning it is free to use and modify without any hidden costs.

Price data is not available yet, please go to the official website to check.

1. PMB effectively enhances the capabilities of AI coding agents by providing a reliable and fast memory solution, allowing for improved context retention and decision-making.

2. The local-first approach ensures user privacy and data ownership, which is a significant advantage over cloud-based solutions.

3. However, users may need to invest time in understanding how to best utilize the memory features to maximize the benefits, particularly in complex projects.

4. The integration process, while straightforward, may require some technical knowledge, which could be a barrier for less experienced users.

5. Overall, PMB presents a robust solution for AI coding agents, but ongoing user education and support could further enhance its usability and effectiveness.