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Project documentation is indexed using path references, avoiding duplication of source content. This constructs a deterministic relationship graph that enables rapid retrieval and efficient navigation across your project's historical data.

Path-reference indexing organizes documents by referencing their file locations instead of copying content. It builds a structured metadata graph and extracts deterministic relationships, allowing you to query and navigate project knowledge efficiently.

Use the query command to search for information related to a specific topic. Authority-ranked retrieval ensures the most relevant and reliable historical design documents, test results, and logs are presented first to inform your decisions.

Yes, Python is required for execution. The knowledge base utilizes Python alongside libraries for parsing YAML and JSON metadata, which are necessary for constructing the relationship graph and performing deterministic relationship extraction.

Yes, the system organizes and indexes documents strictly using path references rather than copying content. This approach avoids duplication of source files while still building a navigable relationship graph for evidence retrieval.

Use a deterministic relationship graph when you need to facilitate rapid retrieval of relevant information and support project-level self-improvement. It is ideal for quickly retrieving previous design documents and avoiding repeated mistakes during feature development.