Skip to content
LangGraph · RAG

Multi-Agent Research

LLM agents that search, retrieve, reason, and write cited reports.

Technology Stack

  • LangGraph
  • LangChain
  • Gemini API
  • Tavily
  • ChromaDB
  • FastAPI

Highlights

  • Specialised agents for web research, retrieval, reasoning, and report writing, orchestrated as a LangGraph workflow.
  • An end-to-end RAG pipeline: Tavily search and ChromaDB vector retrieval behind a FastAPI service.
  • Reports are source-backed, which cuts manual research effort and makes answers checkable.

“Excellence is a continuous process and not an accident.”

~ A. P. J. Abdul Kalam