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aws-samples/rss-aggregator-using-cohere-embeddings-bedrock

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A sample rss aggregator application demonstrating the use of Cohere Embeddings

6 mentions on Hacker News by 1 person: 0 stories, 6 comments · first 2025-04-15 · latest 2026-05-07

Mentions per year 6 mentions · busiest year 2025 (4)
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  1. I toyed around with using Language Embeddings as a way to categorize my RSS Feeds. It works pretty well. But importantly, it's so cheap that I have never really seen it on my bill. An earlier prototype used OpenAI embeddings. I loaded 5$…
    comment by podgietaru · 2026-05-07 · in RSS feeds send me more traffic than Google
  2. I made a small RAG database just using Postgres. I outlined it in the blog post below. I use it for RSS Feed organisation, and searching. They are small blobs. I do the labeling using a pseudo-KNN algorithm.…
    comment by podgietaru · 2026-01-15 · in Ask HN: How are you doing RAG locally?
  3. I did the traditional blog post about this, and used it to create an RSS Aggregator website using AWS Bedrock. https://aws.amazon.com/blogs/machine-learning/use-language-e... The website is unfortunately down now, due to the fact I no…
    comment by podgietaru · 2025-05-29 · in A visual exploration of vector embeddings
  4. I built an rss aggregator with semantic search using embeddings. The main usage was being able to categorise based on any randomly created category. So you could have arbitrary categories https://github.com/aws-samples/rss-aggregator-using-…
    comment by podgietaru · 2025-05-12 · in Embeddings are underrated (2024)
  5. I wrote a blog post about embedding - and a sample application to show their uses. https://aws.amazon.com/blogs/machine-learning/use-language-e... https://github.com/aws-samples/rss-aggregator-using-cohere-e... I really enjoy working with…
    comment by podgietaru · 2025-05-12 · in Embeddings are underrated (2024)
  6. I built a little RSS Reader / Aggregator that uses Cohere in order to do some arbitrary classification into different topics. I found it incredibly cheap to work with, and pretty good overall at classifying even with very limited inputs. I…
    comment by podgietaru · 2025-04-15 · in Cohere Launches Embed 4