Create a podcast with LLMs

Author(s): Barrett Studdard

Originally published on Towards AI.

Use LangGraph and ElevenLabs generate podcast episodes

LLMs made available by companies such as OpenAI, Anthropic, Google, and others can be useful for learning new things. I enjoy listening to podcasts and audiobooks, but there are some topics that may not have a lot of coverage. To bridge this gap, I set out to create an automated workflow where an LLM can generate the content for podcasts and a follow-up pipeline to convert this to audio files and ultimately a combined mp3.

Using advanced graph frameworks like LangGraph enables the decomposition of complex tasks such as generating a podcast from a basic prompt into manageable and repeatable processes involving multiple specialized subagents, ensuring a reliable output. This structured approach not only helps in enhancing the quality of content but also provides a systematic way to convert text into audio for podcast episodes efficiently.

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Published via Towards AI