Chatbot Agent with Dynamic DB Tools

Reading
SQL surface exposed to the agent as typed tools
Datum
Creator, 2025
Verdict
Claimed · not yet measured

Conversational Agent with Schema-Aware Database Tool Execution

Conversational AI agent capable of dynamic database schema inspection and tool calling to safely query and mutate structured data.

Role
Creator
Timeline
2025
Subject
Agentic AI & MCP

Ravicha2/node-api

3 tables / 5 operations
SQL surface exposed to the agent as typed tools
1,536-dim
pgvector embeddings with cosine-similarity search
3 tools
web search, database CRUD, and candidate RAG search in one graph

  • Node.js
  • TypeScript
  • SQL
  • LangChain
  • Express
  • PostgreSQL

Direct technical summary

Conversational AI agent capable of dynamic database schema inspection and tool calling to safely query and mutate structured data.

Get in touch

Master of IT at UNSW Sydney (WAM 83 / Distinction, graduating Dec 2026) · Open to full-time Applied AI & Backend Systems roles.

palm.ravicha@outlook.com

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