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Agentic AI

FinSight Explorer

Agentic Financial Data Assistant

Overview

Claude-powered analytics assistant enabling natural-language exploration of banking transaction datasets. Uses agentic MCP server architecture with schema discovery and validated SQL workflows.

Key Capabilities

  • Agentic MCP server exposing schema discovery & query tools
  • Natural-language to validated SQL workflows
  • RAG over domain documents + schema metadata
  • Streamlit UI + REST adapter
  • Schema-aware query analysis and formatting

AI Concepts

Agentic AITool-Based LLM Execution (MCP)RAG over Structured DataAI Guardrails for SQL Safety

Tech Stack

PythonFastMCPAnthropic ClaudePostgreSQLChromaDBHuggingFace EmbeddingsStreamlitFastAPI