Agentic-Draft 🚀

An intelligent, full-stack content orchestration system that transforms raw notes into polished LinkedIn posts using a multi-agent AI workflow.

🌟 Overview

Agentic-Draft isn't just a wrapper for an LLM. It uses LangGraph to orchestrate a "debate" between specialized AI agents:

1. The Analyst: Extracts key insights and technical nuances from the source.
2. The Writer: Crafts a compelling narrative tailored for professional social media.
3. The Critic: Reviews the draft for tone, clarity, and engagement, forcing iterations if standards aren't met.

🏗️ The Tech Stack

• Frontend: Next.js 16 (App Router), Tailwind CSS, Lucide Icons.
• Backend: Node.js, Express, TypeScript.
• AI Orchestration: LangGraph, Google Gemini 1.5 Pro/Flash.
• Database & Queue: PostgreSQL (Prisma ORM), Redis, BullMQ.

📂 Project Structure

Agentic-Draft/
├── agentic-draft-core/    # Backend API & Worker
│   ├── src/agents/        # LangGraph agent logic
│   ├── src/queue/         # BullMQ worker & producer
│   └── prisma/            # Database schema
└── agentic-draft-ui/      # Next.js Frontend
    ├── src/app/           # Dashboard & Layout
    └── src/lib/           # API utilities
🚀 Getting Started
1. Prerequisites
Docker (for PostgreSQL and Redis)

Node.js (v20+)

Google Gemini API Key

2. Environment Setup
Create a .env file in agentic-draft-core:

Code snippet

DATABASE_URL="postgresql://user:password@localhost:5432/agentic_draft"
REDIS_URL="redis://localhost:6379"
GOOGLE_API_KEY="your_gemini_key_here"
3. Installation & Running
Terminal 1: Infrastructure

Bash

docker start your-postgres-container your-redis-container
Terminal 2: Backend API

Bash

cd agentic-draft-core
npm install
npx prisma generate
npx ts-node --transpile-only src/index.ts
Terminal 3: Worker (AI Brain)

Bash

cd agentic-draft-core
npx ts-node --transpile-only src/queue/worker.ts
Terminal 4: Frontend UI

Bash

cd agentic-draft-ui
npm install
npm run dev