bugs

Add Gemini LlamaIndex RAG chat agent implementation

implementation 1 -- all features built, testing needed

attempt 1

Updated UI changes with the backend functionality

sql query fully fixed

start up script, mcp working, input sanitization over mcp

changes for MCP integration. Still not working.

Project scaffold