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ZanSara committed Apr 18, 2024
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Expand Up @@ -560,6 +560,7 @@ Collection of books, movies and short stories I've come across, in no particular
- [_"Flowers for Algernon"_](/archive/keyes-flowers-for-algernon.html) (short story), by [Daniel Keyes](https://openlibrary.org/authors/OL35895A) on _"Fantasy & Science Fiction"_, April '59
- [_"The Minority Report"_](/archive/dick-minority-report.html), by [Philip K. Dick](https://openlibrary.org/authors/OL274606A/Philip_K._Dick)
- [_"We Can Remember For You Wholesale"_](/archive/dick-we-can-remember-for-you-wholesale.html), by [Philip K. Dick](https://openlibrary.org/authors/OL274606A/Philip_K._Dick)
- [_"Story of Your Life"_](/archive/chiang-story-of-your-life.html), by [Ted Chiang](https://openlibrary.org/authors/OL1604887A/Ted_Chiang)
- [_"The Carrier Bag Theory of Fiction"_](/archive/guin-the-carrier-bag-theory-of-fiction.html), by [Ursula K. Le Guin](https://openlibrary.org/authors/OL31353A/Ursula_K._Le_Guin)
- [_"The Coming Technological Singularity"_](/archive/vinge-the-coming-technological-singularity.html), by [Vernor Vinge](https://openlibrary.org/authors/OL2751197A/Vernor_Vinge)

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Expand Up @@ -5,6 +5,8 @@ author: "ZanSara"
tags: [Python, LLM, GPT, Pipeline, RAG, Generation, Retrieval, "ODSC East 2024", ODSC, Conference, Teaser]
featuredImage: "/posts/2024-02-20-is-rag-all-you-need-odsc-east-2024-teaser/cover.jpeg"
canonicalUrl: https://opendatascience.com/is-rag-all-you-need-a-look-at-the-limits-of-retrieval-augmentation/
aliases:
- /posts/is-rag-all-you-need
---

*This blogpost is a teaser for [my upcoming talk](https://odsc.com/speakers/rag-the-bad-parts-and-the-good-building-a-deeper-understanding-of-this-hot-llm-paradigms-weaknesses-strengths-and-limitations/) at ODSC East 2024 in Boston, April 23-25. It is published on the ODSC blog [at this link](https://opendatascience.com/is-rag-all-you-need-a-look-at-the-limits-of-retrieval-augmentation/).*
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2 changes: 2 additions & 0 deletions content/posts/2024-04-14-eli5-llms.md
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Expand Up @@ -4,6 +4,8 @@ date: 2024-04-14
author: "ZanSara"
tags: [NLP, Python, LLM, GPT, "Retrieval Augmentation", RAG, "ELI5"]
featuredImage: "/posts/2024-04-14-eli5-llms/cover.png"
aliases:
- /posts/eli5-llms
---

These days everyone's boss seems to want some form of GenAI in their products. That doesn't always make sense: however, understanding when it does and when it doesn't is not obvious even for us experts, and nearly impossible for everyone else.
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