Summarizing my favorite podcasts with Python

AssemblyAI · Beginner ·🧠 Large Language Models ·4y ago

Key Takeaways

The video demonstrates how to build a streamlit app to summarize podcast episodes using the listennotes API and Python, with a focus on natural language processing and text summarization. The video uses official podcast APIs, API keys, and Python libraries to extract and summarize podcast information.

Full Transcript

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Original Description

Get your Free Token for AssemblyAI Speech-To-Text API 👇 https://www.assemblyai.com/?utm_source=youtube&utm_medium=referral&utm_campaign=yt_pat_3 In this video we are going to build a streamlit app to summarize podcast episodes. We work with the listennotes API to download podcast information, and then we use the AssemblyAI API to transcribe the podcast and also generate the auto chapters for us. Resources: Auto chapters video: https://youtu.be/GvfmDGin7Zs Blog post: https://www.assemblyai.com/blog/introducing-assemblyai-auto-chapters-summarize-audio-and-video-files/ listennotes API: https://www.listennotes.com/api/ Code: https://github.com/AssemblyAI/youtube-tutorials Timestamps: 00:00 Introduction 00:59 Listen API Setup 08:15 AssemblyAI API Setup 16:52 Streamlit App 26:55 Final App + Free AssemblyAI Signup!
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This video teaches you how to build a streamlit app to summarize podcast episodes using the listennotes API and Python. You will learn how to extract and summarize podcast information using natural language processing and text summarization techniques. By following this video, you will be able to automate podcast summarization and create a podcast summarization app.

Key Takeaways
  1. Use official podcast API to download podcast information
  2. Use API key to access podcast data
  3. Extract information from podcast episodes
  4. Use Python to automate podcast summarization
  5. Import Apple Podcasts API and time libraries
  6. Use time library to get current time
  7. Retrieve podcast information from Apple Podcasts API
  8. Parse podcast information for summary
  9. Summarize podcast information
💡 The video highlights the importance of using official podcast APIs and API keys to access podcast data, and demonstrates how to use Python to automate podcast summarization.

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Chapters (5)

Introduction
0:59 Listen API Setup
8:15 AssemblyAI API Setup
16:52 Streamlit App
26:55 Final App + Free AssemblyAI Signup!
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