Implement Graph-based RAG with Scientific Literature

implementationChallengeNovember 5, 2025

Prompt Content

Choose a small corpus of scientific papers (e.g., 5-10 abstracts on a specific topic). Design a graph schema to represent concepts, authors, relationships, and findings from these papers. Implement a basic graph-based RAG system that can answer factual questions by traversing this graph, in addition to semantic search over embedding vectors. Provide example queries and expected graph traversal paths.

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