Coder DB
by angrysky56
Coder DB is an AI memory enhancement system designed to improve coding capabilities using database integration. It leverages Claude Desktop and MCP Servers to provide a structured memory system for AI assistants.
Last updated: N/A
What is Coder DB?
Coder DB is a structured memory system for AI assistants that enhances coding capabilities by integrating multiple database types: Qdrant Vector Database for semantic search, SQLite Database for structured algorithm storage, and a Knowledge Graph for representing relationships between coding concepts.
How to use Coder DB?
The system can be used by storing code snippets, algorithms, and coding concepts in the respective databases. Retrieval is done through semantic search in Qdrant, SQL queries in SQLite, and graph analytics in the Knowledge Graph. The stored information can be used for problem-solving, pattern learning, and project setup.
Key features of Coder DB
Semantic code search and retrieval
Structured algorithm storage with versioning
Knowledge graph representation of coding concepts
Enhanced problem-solving workflow
Automated documentation and quality assessment
Project setup and boilerplate generation
Access Controls
Backup & Recovery
Sensitive Information Handling
Usage Tracking
Performance Metrics
Use cases of Coder DB
Enhanced problem-solving by retrieving relevant code snippets and algorithms
Pattern learning and storage for reusable code patterns
Project setup and boilerplate generation for new projects
Improving code quality through automated documentation and assessment
Tracking usage patterns to identify knowledge gaps
FAQ from Coder DB
What is Qdrant used for?
What is Qdrant used for?
Qdrant is used for storing and retrieving code snippets, patterns, and solutions by semantic meaning.
What kind of data should I store in the SQLite database?
What kind of data should I store in the SQLite database?
The SQLite database is used for maintaining a structured catalog of algorithms with proper versioning.
How does the Knowledge Graph help?
How does the Knowledge Graph help?
The Knowledge Graph represents complex relationships between coding concepts, patterns, and solutions, allowing for advanced ontology and graph analytics.
How can I contribute to Coder DB?
How can I contribute to Coder DB?
Contribute by storing high-quality, well-documented code, regularly reviewing and updating stored patterns, and providing feedback on usage.
What are the future enhancements planned for Coder DB?
What are the future enhancements planned for Coder DB?
Future enhancements include advanced code quality assessment, integration with version control systems, learning from usage patterns, automated documentation generation, custom IDE plugins, multi-modal storage, natural language interface, and a performance benchmark database.