Build a podcast summarizer in 20 lines of code

import requests
from anthropic import Anthropic

API_KEY = "YOUR_SPOKEN_KEY"
client = Anthropic()

def summarize_podcast(query):
    # 1. Find the episode
    r = requests.get(f"https://spoken.md/search?q={query}",
                     headers={"x-api-key": API_KEY})
    results = r.json()["results"]
    if not results:
        return "No matching episodes found."
    episode = results[0]

    # 2. Fetch the transcript
    transcript = requests.get(
        f"https://spoken.md/transcripts/{episode['id']}",
        headers={"x-api-key": API_KEY},
    ).text

    # 3. Summarize
    msg = client.messages.create(
        model="claude-haiku-4-5-20251001",
        max_tokens=1024,
        messages=[{
            "role": "user",
            "content": f"Summarize this podcast episode in 5 bullet points, "
                       f"attributing key points to specific speakers:\n\n{transcript}"
        }],
    )
    return f"# {episode['title']}\n{episode['podcast']}\n\n{msg.content[0].text}"

print(summarize_podcast("huberman sleep"))

Prompt: "Summarize this podcast in 5 bullets, attributing claims to speakers."

Output:
• **Andrew Huberman** opens by framing the episode around the
  neuroscience of sleep architecture and its impact on next-day cognition.
• **Matt Walker** explains that REM and deep sleep play distinct roles —
  deep sleep consolidates declarative memory; REM consolidates procedural.
• They discuss the 90-minute ultradian cycle and why waking inside a
  cycle (vs at the end of one) produces worse subjective grogginess.
• Walker recommends consistency of sleep timing over total hours as
  the single most impactful intervention for most adults.
• Closing segment covers caffeine's 5–6 hour half-life and Walker's
  suggestion to cut off intake by 2 PM.