# A 157M-Parameter Model for Portuguese Semantic Search Page: https://stenobird.com/podcast/finance-tech-brief-by-hackernoon-6365652/a-157m-parameter-model-for-portuguese-semantic-search Text version: https://stenobird.com/podcast/finance-tech-brief-by-hackernoon-6365652/a-157m-parameter-model-for-portuguese-semantic-search.md Podcast: [Finance Tech Brief By HackerNoon](https://stenobird.com/podcast/finance-tech-brief-by-hackernoon-6365652) Published: 2026-07-17T16:01:02+00:00 Episode link: https://share.transistor.fm/s/7c1cafd7 Audio file: https://media.transistor.fm/7c1cafd7/79bcc1dd.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/finance-tech-brief-by-hackernoon-6365652/episodes/a-157m-parameter-model-for-portuguese-semantic-search Duration seconds: 1022 ## Resource This story was originally published on HackerNoon at: https://hackernoon.com/a-157m-parameter-model-for-portuguese-semantic-search . Explore colibri-embed-ptbr, a compact 157M-parameter model for Brazilian Portuguese semantic search, RAG, clustering, and similarity. Check more stories related to finance at: https://hackernoon.com/c/finance . You can also check exclusive content about #finance , #legal , #machine-learning , #ai-engineering , #databases , #deep-learning , #colibri-embed-ptbr , #brazilian-portuguese-ai , and more. This story was written by: @aimodels44 . Learn more about this writer by checking @aimodels44's about page, and for more stories, please visit hackernoon.com . Explore colibri-embed-ptbr, a compact 157M-parameter model for Brazilian Portuguese semantic search, RAG, clustering, and similarity. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/finance-tech-brief-by-hackernoon-6365652/episodes/a-157m-parameter-model-for-portuguese-semantic-search/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/finance-tech-brief-by-hackernoon-6365652/a-157m-parameter-model-for-portuguese-semantic-search.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.