Collaborate with a cross-functional agile team to design, develop, and implement a multi-agent AI solution utilizing Python, LangChain, and LangGraph to build and integrate AI models capable of interpreting data frames and structured data. Work with large language models (LLMs) to process and analyze data from SQL databases and CSV or Parquet files.