📘 Documentation Plan for multi_agent_advance_module3

1. README.md (root me)

Ye file sabse pehle evaluator dekhega. Isme ye sections hone chahiye:

🔹 Project Overview

Title: Multi-Agent Advance Module 3 – Production Ready AI System

Short summary:
"This project is the final capstone of the Agentic AI Developer Certification. It extends the multi-agent prototype from Module 2 into a production-ready, safe, tested, and user-friendly system."

🔹 Architecture

Agents:

Researcher → Gathers info (DB + local files + LLM).

Planner → Breaks problem into steps.

Summarizer → Produces final structured output.

Tools:

Calculator → Math ops

File Reader → Reads project/local files

Local LLM → Stub + Ollama integration

DB Adapters: JSON, SQLite, Postgres

Orchestration: Custom Python graph (simple_graph.py)

Add diagram (ASCII ya PNG)

🔹 Features

✅ 3+ agents with orchestration
✅ 3+ tools integrated
✅ Safety guardrails (input/output sanitize, fallback)
✅ Streamlit web UI
✅ Node.js server wrapper
✅ Logging + UTF-8 safe output
✅ Pytest-based test suite with coverage ~70%+

clone repo

git clone https://github.com/trivedijigneshkumar11192/multi_agent_advance_module3.git
cd multi_agent_advance_module3

create venv

python -m venv venv
venv\Scripts\activate # Windows

install python deps

pip install -r python/requirements.txt

install node deps

cd backend
npm install

Start backend

npm start

Or run directly

python python/main.py --task "AI in accounting overview" --dbtype sqlite

streamlit run python/ui.py

pytest --cov --cov-report=term-missing --cov-report=html