Hello everyone, in this episode I talk about GraphRAG. This new RAG technique is very useful to better retrieve global information from your document or set of documents. It's also a subject that is growing a lot!
GraphRAG paper: https://arxiv.org/pdf/2404.16130
LightRAG paper: https://arxiv.org/pdf/2410.05779
Instagram of the podcast: https://www.instagram.com/podcast.lifewithai
Linkedin of the podcast: https://www.linkedin.com/company/life-with-ai
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13:58
#98- On-device AI with SmolLM.
Hello guys, in this episode of the podcast I talk about on-device AI and the SmolLM blog post published by Hugging Face.
I first give my thoughts on the differences between on-device and on-cluster AI with the different needs of applications we may have. Then I go through the SmolLM blog post explaining some of the details.
SmolLM blog post: https://huggingface.co/blog/smollm
MobileLLM paper: https://arxiv.org/pdf/2402.14905
Instagram of the podcast: https://www.instagram.com/podcast.lifewithai
Linkedin of the podcast: https://www.linkedin.com/company/life-with-ai
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15:35
#97- Brazilian grammarly with Felipe from Clarice AI.
Hey guys, in the Brazilian version of the podcast I interviewed Felipe, CEO and Founder of Clarice AI, the Brazilian Grammarly.
In the episode we discussed on how they created both their corrector and their style improvement algorithms.
Clarice AI website: https://clarice.ai/
Instagram of the podcast: https://www.instagram.com/podcast.lifewithai
Linkedin of the podcast: https://www.linkedin.com/company/life-with-ai
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9:34
#96- Maritaca AI, the brazilian LLM company.
Hey guys, in the brazilian version of the podcast I interviewed Hugo Abonizio, he is LLM engineer at Maritaca AI, the only brazilian LLM company that just released Sabia 3.
Their model is specialized in Portuguese and is between gpt4o and Claude 3.5 Sonnet, while being way smaller and cheaper. In the episode I try to give an idea of our conversation in the portuguese version of the podcast.
Sabia 3 paper: https://arxiv.org/pdf/2410.12049
Instagram of the podcast: https://www.instagram.com/podcast.lifewithai
Linkedin of the podcast: https://www.linkedin.com/company/life-with-ai
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9:31
#95- Why Chain of Thought works?
Hey guys, in this episode I try to explain my ideas on why Chain of Thought works. Of course nothing that I say is proved, the idea is really to give my intuitions on it!
Instagram of the podcast: https://www.instagram.com/podcast.lifewithai
Linkedin of the podcast: https://www.linkedin.com/company/life-with-ai
New Zealand