{"podcast":{"title":"Talk Python To Me","slug":"talk-python-to-me","podcast_index_feed_id":742305,"rss_url":"https://talkpython.fm/episodes/rss","website_url":"https://talkpython.fm/","image_url":"https://cdn-podcast.talkpython.fm/static/img/talk-python-3000.jpg","author":"Michael Kennedy","episode_count":546,"summary":"Talk Python to Me is a weekly podcast hosted by developer and entrepreneur Michael Kennedy. We dive deep into the popular packages and software developers, data scientists, and incredible hobbyists doing amazing things with Python. If you're new to Python, you'll quickly learn the ins and outs of the community by hearing from the leaders. And if you've been Pythoning for years, you'll learn about your favorite packages and the hot new ones coming out of open source.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/talk-python-to-me"},"episode":{"title":"#526: Building Data Science with Foundation LLM Models","slug":"526-building-data-science-with-foundation-llm-models","published_at":"2025-11-01T07:00:00+00:00","page_url":"https://stenobird.com/podcast/talk-python-to-me/526-building-data-science-with-foundation-llm-models","show_page_url":"https://stenobird.com/podcast/talk-python-to-me","url":"https://talkpython.fm/episodes/show/526/building-data-science-with-foundation-llm-models","audio_url":"https://talkpython.fm/episodes/download/526/building-data-science-with-foundation-llm-models.mp3?v=2","summary":"Today, we’re talking about building real AI products with foundation models. Not toy demos, not vibes. We’ll get into the boring dashboards that save launches, evals that change your mind, and the shift from analyst to AI app builder. Our guide is Hugo Bowne-Anderson, educator, podcaster, and data scientist, who’s been in the trenches from scalable Python to LLM apps. If you care about shipping LLM features without burning the house down, stick around.","meta_description":"Today, we’re talking about building real AI products with foundation models. Not toy demos, not vibes. We’ll get into the boring dashboards that save laun…","key_points":[],"chapters":[],"topics":[],"duration_seconds":4044,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/talk-python-to-me/episodes/526-building-data-science-with-foundation-llm-models/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/talk-python-to-me/526-building-data-science-with-foundation-llm-models.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}