Built an AgenticAI powered geospatial query system using LangChain, LangGraph, and OpenAI Whisper, enabling users to retrieve NDVI and agro-meteorological insights from satellite data through natural language or voice queries. Integrated metadata-based DOI resolution for accurate dataset referencing. Queried and analysed 5,000+ agricultural records using Google ADK and MCP Toolbox, generating actionable NDVI insights for regions across Odisha and Bihar at block and district levels.