Ghostwriter: AI-Powered LinkedIn Post Generator

Overview

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.

Features

• AI Style Learning: Learns and mimics your unique writing style
• Local Processing: Complete local execution for privacy
• Real-time Generation: Generates authentic LinkedIn posts
• No Cloud Dependencies: All processing on-device
• Privacy-First Design: No data leaves your machine

What Users Can Do

• Input Sample Text: Provide examples of your writing style
• Generate Posts: Create personalized LinkedIn content
• Edit and Refine: Modify generated posts to perfection
• Export Content: Copy or save generated posts

Why I Built This

I built this platform to solve several problems with existing AI writing tools:

• Most AI tools don't learn personal writing styles
• Privacy concerns with cloud-based AI services
• Generic content that doesn't match personal tone
• Need for authentic, personalized content generation

Tech Stack

• Frontend: React
• Backend: Python, FastAPI
• AI Model: Ollama, Llama3:8B
• Local Processing: Complete on-device execution

Key Components

• Editor Component: Text input and editing interface
• Post Preview: Live preview of generated content
• Style Learning Engine: Analyzes writing patterns
• Content Generator: Creates personalized posts

Usage

1. Open the application in your browser
2. Input sample text or prompts
3. Generate personalized LinkedIn posts
4. Edit or export the generated content

Architecture

• Frontend: React-based user interface
• Backend: FastAPI server handling AI requests
• AI Processing: Local Ollama instance with Llama3:8B
• Storage: Local storage for user data and preferences