/randomai

an AI Publishing House

Primary LanguagePythonGNU Affero General Public License v3.0AGPL-3.0

RandomAI - The AI Publishing House

RandomAI is an AI-powered story generation and publishing platform that transforms simple topics into complete story packages with illustrations, audio narrations, and translations.

🌟 Features

  • Story Generation: Creates original sci-fi short stories from any given topic
  • Editorial Review: Provides professional editorial feedback
  • Social Media Teaser: Generates catchy 2-sentence teasers
  • Japanese Translation: Translates stories into Japanese with cultural nuance
  • Illustration Generation: Creates anime-style illustrations using DALL-E 3
  • Audio Narration: Converts stories into professional audio narrations

🔧 Tech Stack

  • Streamlit: Web interface
  • LlamaIndex: Workflow management
  • NVIDIA AI Foundation Models: Story generation and refinement
  • OpenAI:
    • DALL-E 3 for illustrations
    • Text-to-Speech for audio narration
  • Tavily: Research and content gathering

📖 How It Works

  1. Research Phase:

    • Gathers initial research on the topic
    • Identifies and researches three subtopics for deeper context

  2. Writing Phase:

    • Generates initial story draft
    • Receives editorial feedback
    • Refines story based on feedback

  3. Production Phase:

    • Creates social media teaser
    • Translates to Japanese
    • Generates illustration
    • Creates audio narration

Flow Diagram

🚀 Getting Started

Locally: clone the app on your machine. create a virtual env, for example with conda. then install the neccasary packages with

    pip install -r requirements.txt

after that, please create a .env file and put in API keys for NVIDIA NIM, Tavily, and OpenAI

finally, to run the app

    streamlit run app.py

Some sample artifacts are inside the publication folder.