Quanta is a Python library that integrates dense vector search, full-text retrieval, and knowledge-graph traversal into a single API for hybrid retrieval-augmented generation pipelines. This library makes two key design commitments: weighted reciprocal rank fusion for combining signals and treating the graph as a candidate expander rather than a relevance scorer.