ipfs_datasets_py

Query the CID-keyed SkillCenter Intent IR dataset on Hugging Face with bounded BM25, centroid-routed vector retrieval, graph lookup, BFS, and embedding-guided graph walks. Use when an agent must find relevant skills, inspect provenance, traverse skill relationships toward a natural-language goal, follow GraphRAG neighbors, or retrieve lexical, semantic, or graph context without downloading the full corpus or knowledge graph.