{"podcast":{"title":"Weaviate Podcast","slug":"weaviate-podcast-6288219","podcast_index_feed_id":6288219,"rss_url":"https://anchor.fm/s/cffc3468/podcast/rss","website_url":"https://weaviate.io/","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/34794122/34794122-1704376570442-9264e631e6abf.jpg","author":"Weaviate","episode_count":139,"summary":"Join Connor Shorten as he interviews machine learning experts and explores Weaviate use cases from users and customers.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/weaviate-podcast-6288219"},"episode":{"title":"Pyversity with Thomas van Dongen - Weaviate Podcast #132!","slug":"pyversity-with-thomas-van-dongen-weaviate-podcast-132","published_at":"2025-12-08T02:11:35+00:00","page_url":"https://stenobird.com/podcast/weaviate-podcast-6288219/pyversity-with-thomas-van-dongen-weaviate-podcast-132","show_page_url":"https://stenobird.com/podcast/weaviate-podcast-6288219","url":"https://podcasters.spotify.com/pod/show/weaviate/episodes/Pyversity-with-Thomas-van-Dongen---Weaviate-Podcast-132-e3c1a0o","audio_url":"https://anchor.fm/s/cffc3468/podcast/play/112289240/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2025-11-8%2F87ec0c57-39c3-10bf-5868-db52fc92dcbc.mp3","summary":"Thomas van Dongen is the head of AI engineering at Springer Nature and the creator of Pyversity! Pyversity is a fast, lightweight open-source Python library for diversifying retrieval results. Retrieval systems often return highly similar items. Pyversity efficiently re-ranks these results to encourage diversity, surfacing items that remain relevant but less redundant. It implements several popular diversification strategies such as MMR, MSD, DPP, and Cover with a clear, unified API.","meta_description":"Thomas van Dongen is the head of AI engineering at Springer Nature and the creator of Pyversity! Pyversity is a fast, lightweight open-source Python libra…","key_points":[],"chapters":[],"topics":[],"duration_seconds":3631,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/weaviate-podcast-6288219/episodes/pyversity-with-thomas-van-dongen-weaviate-podcast-132/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/weaviate-podcast-6288219/pyversity-with-thomas-van-dongen-weaviate-podcast-132.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}