AI Podcast Generator

An automated podcast generation system using CrewAI and ElevenLabs. The system reads research papers and creates engaging, conversational podcasts with natural-sounding voices.

🎧 Latest AI Research Paper Podcast

Latest Episode: "Long Context vs. RAG for LLMs"

• 🔍 Deep dive into the performance comparison
• 🧠 Analysis of memory vs retrieval approaches
• 💡 Real-world implications and use cases

Generated using AI agents for research analysis, script writing, and voice synthesis.

Features

• Research paper analysis and summarization
• Natural conversational script generation
• Enhanced script refinement for engagement
• High-quality voice synthesis using ElevenLabs
• Professional audio mixing and processing

Setup

1. Clone this repository
2. Install requirements:

   pip install -r requirements.txt

3. Create a .env file with your API keys:

   OPENAI_API_KEY=your_key_here
   ELEVENLABS_API_KEY=your_key_here
   ANTHROPIC_API_KEY=your_key_here
   

Usage

1. Place your research paper in the knowledge/ directory or use the one provided in the repository
2. Run the agents script:

   python podcast_generator.py

3. Find outputs in the outputs/ directory:
   • Generated scripts
   • Audio segments
   • Final podcast

Configuration

• Voice settings can be adjusted in tools.py
• Agent behaviors configured in podcast_generator.py

TODO

• Add Docling to perform RAG on various file types
• Add multilingual support
• Add search functionality to reaserch supporting materials for the podcast

Acknowledgements

• CrewAI
• ElevenLabs