wisdomGraph

wisdomGraph is a special kind of memory system built for AI coding assistants. Think of it like a brain for AI that remembers things not just for one task, but over time and across different projects. It helps AI assistants learn and become more helpful by building on past experiences.

Benefits

wisdomGraph goes beyond just storing information. It organizes data into different levels: Data, Information, Knowledge, Experience, Insights, and finally Wisdom. This structure helps the AI understand complex relationships and make better decisions. It has a unique way of learning, like a brain becoming stronger with use, called neuroplasticity. This means the more it's used, the smarter it gets at remembering what's important.

Use Cases

This tool can be used to help AI coding assistants understand large amounts of code or information. For example, it can take in entire folders of code or website links and turn them into a structured memory. Users can then ask the AI complex questions about patterns or specific ideas within that information. It can also help the AI reflect on its experiences to gain deeper insights and even detect when information might be contradictory. This makes it useful for developers who want their AI tools to have a more robust and evolving understanding of their projects.

Vibes

Users can install wisdomGraph using Neo4j, a popular database for connected data. It can be set up easily with Neo4j Aura, which is free for individuals, or through a Docker instance. Once installed, it can be connected to AI models like Claude Code, providing tools to ingest data, remember information, query the knowledge base, reflect on experiences, and report findings. The system is designed with privacy in mind, keeping all data within the user's own database.

Additional Information

wisdomGraph uses technologies like Neo4j, tree-sitter, and APOC, along with AI models for understanding language. The creators encourage others to contribute by providing examples, suggesting improvements to how the system learns, and helping to develop its structure.