🤖 Ghostwriter - AI LinkedIn Post Generator

Ghostwriter is an AI-powered application that learns your authentic writing style and generates personalized LinkedIn posts. Built with React, FastAPI, and Ollama's Llama3:8B model - everything runs locally for complete privacy.

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✨ What It Does

• 🎯 Learns Your Voice: Analyzes your writing samples to match your authentic style
• 🧠 Gets Smarter: Improves with feedback - give thumbs up/down and watch it learn
• 🔒 Completely Private: Runs locally using Ollama - your data never leaves your machine
• ⚡ Fast & Modern: React UI with real-time feedback and instant regeneration

🚀 Quick Start

1. Install Ollama & Model

# Install Ollama from https://ollama.ai
# Then download the model:
ollama pull llama3:8b

2. Install Dependencies

pip install -r requirements.txt
cd project && npm install

3. Start the Application

# Start API server
python start_app.py

# In a new terminal, start React frontend
cd project
npm run dev

4. Open in Browser

• React UI: http://localhost:5173
• API Docs: http://localhost:8000/docs

🎯 How to Use

1. Select a voice profile (or create a new one with your writing samples)
2. Enter context - describe what you want to write about
3. Generate post - AI creates content in your style
4. Give feedback - help the AI learn your preferences
5. Regenerate - see immediate improvements from your feedback

📁 What You Need

• Python 3.8+
• Node.js 16+
• Ollama with llama3:8b model
• 4GB+ RAM (for the AI model)

💡 Key Features

• Voice Profiles: Create multiple writing personas
• Learning System: AI improves with every piece of feedback
• Real-time Regeneration: Instantly see improvements
• Vector Memory: Stores feedback patterns for smart learning
• Local Privacy: Everything runs on your machine

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Ready to start writing? 🚀

python start_app.py

For detailed documentation, performance optimizations, and advanced features, see DETAILED_DOCS.md.