Autonomous Content Factory (ACFact)
Project Title Autonomous Content Factory using AI Agents
The Problem
Creating high-quality content consistently is time-consuming, resource-intensive, and difficult to scale. Individuals and organizations often struggle to maintain content quality while increasing production across multiple platforms.
The Solution
The Autonomous Content Factory (ACFact) solves this problem by using a system of AI agents that collaboratively generate content.
Instead of relying on a single AI model, the system breaks down content creation into multiple stages such as idea generation, drafting, refinement, and formatting. Each stage is handled by a specialized AI agent, creating a pipeline that mimics a real-world content production workflow.
This modular and agent-based approach enables:
- Scalable content generation
- Improved quality through task specialization
- Reduced manual effort
- Flexibility to customize workflows
#Tech Stack
Programming Language
- Python
Frameworks & Libraries
- Flask
- LangChain (or similar agent orchestration tools)
- python-dotenv
AI APIs
- Claude API (Anthropic)
Database
- SQLite
Frontend
- HTML
- Bootstrap
Tools
- Git & GitHub
- VS Code
Setup Instructions (Quick Start)
Clone the Repository git clone https://github.com/rahulomatic/ACFact.git cd ACFact
Create Virtual Environment python -m venv venv
Activate Virtual Environment
Windows venv\Scripts\activate
Mac/Linux
Install Dependencies pip install -r requirements.txt
Configure Environment Variables
Run the Application python app.py
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