Implement LangGraph Workflow and RAG

Implement the core LangGraph workflow using Python. Create nodes for literature review (integrating a vector database for RAG) and initial hypothesis generation. Ensure proper state management and the ability to retrieve and summarize relevant scientific papers based on a given research area. Use Gemini 2.5 Pro for synthesizing information from RAG results.