# MLOps Week 22: Decoding RAG and Embeddings with Demetrios Brinkmann Page: https://stenobird.com/podcast/mlops-weekly/mlops-week-22-decoding-rag-and-embeddings-with-demetrios-brinkmann Text version: https://stenobird.com/podcast/mlops-weekly/mlops-week-22-decoding-rag-and-embeddings-with-demetrios-brinkmann.md Podcast: [MLOps Weekly Podcast](https://stenobird.com/podcast/mlops-weekly) Published: 2023-09-12T18:16:43+00:00 Episode link: https://rss.com/podcasts/mlops-weekly/1113837 Audio file: https://content.rss.com/episodes/132586/1113837/mlops-weekly/2023_09_12_18_16_27_bfe6ed86-3c68-4b63-82b1-9d7fc7711504.mp3 Processing state: processed JSON: https://stenobird.com/v1/public/podcasts/mlops-weekly/episodes/mlops-week-22-decoding-rag-and-embeddings-with-demetrios-brinkmann Duration seconds: 2433 ## Resource For Episode 22 of the MLOps Weekly Podcast, Simba sits down with Demetrios Brinkmann, Founder of MLOps Community. They dive deep into the world of embeddings, vector databases, and why AI sometimes feels like ordering too much avocado toast. Tune in for a blend of MLOps wisdom, a sprinkle of humor, and a dash of existential AI crisis! ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/mlops-weekly/episodes/mlops-week-22-decoding-rag-and-embeddings-with-demetrios-brinkmann/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/mlops-weekly/mlops-week-22-decoding-rag-and-embeddings-with-demetrios-brinkmann.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.