Integrate Advanced RAG for Scientific Context

Develop an advanced RAG pipeline to provide your 'Hypothesis Generator' and 'Knowledge Synthesizer' agents with access to a curated dataset of scientific papers (you can use abstracts from PubMed or a small corpus of pre-downloaded papers). Implement a vector database for efficient retrieval and demonstrate how Claude Opus 4.1 uses this retrieved context for informed decision-making and synthesis.