Henry Aduhenryadu.hashnode.dev·Dec 16, 2024Step-by-Step Guide to Local RAG with Ollama's Gemma 2, and LangChain.dartIntroduction to Local RAG What is Retrieval-Augmented Generation (RAG)? The core idea is to enhance the generative capabilities of language models by incorporating external knowledge retrieved from a document store or database. This approach is very ...40 readsLangChainRAG
Sam Tsamjr.hashnode.dev·Nov 28, 2024Human MemoryI'd like to go over an idea that has been brewing in me for a long time. I think I have reached the realization I need for the idea to come to life. It started a while back with this concept that language models (LMs) had enough intelligence to work ...memory
Sadra Yahyapourblog.imsadra.me·Nov 27, 2024Notio - Hashnode Post-Publication LLM ToolkitAs someone who manages various communities with different languages, personalities, and audiences, I've always wanted them all to benefit my Hashnode blogs, but I haven't been successful. Some readers found my articles boring, while others thought th...36 likes·246 readsHackathonsModusHack
Gabi Dobocanblog.telepat.io·Nov 27, 2024Web Archives Metadata Generation With GPT-4O: Charting New PathsIntroduction Creating metadata—a critical step in digital archiving—is often tedious, labor-intensive, and costly. As the volume of digital data grows, traditional manual methods for metadata creation become increasingly impractical. The scientific p...31 readsAI-automation
Gabi Dobocanblog.telepat.io·Nov 24, 2024Distinguishing Ignorance From Error In Llm HallucinationsArxiv: https://arxiv.org/abs/2410.22071v1 PDF: https://arxiv.org/pdf/2410.22071v1.pdf Authors: Yonatan Belinkov, Idan Szpektor, Jonathan Herzig, Adi Simhi Published: 2024-10-29 Introduction: The Problem of LLM Hallucinations Large language models (L...39 readsAi Accuracy
Gabi Dobocanblog.telepat.io·Nov 22, 2024Unleashing a New Frontier in Medical Question-Answering: Rationale-Guided Retrieval Augmented GenerationArxiv: https://arxiv.org/abs/2411.00300v1 PDF: https://arxiv.org/pdf/2411.00300v1.pdf Authors: Jaewoo Kang, Hyunjae Kim, Mujeen Sung, Hyeon Hwang, Sihyeon Park, Chanwoong Yoon, Yein Park, Jiwoong Sohn Published: 2024-11-01 Introduction In a groundbr...balanced retrieval
Gabi Dobocanblog.telepat.io·Nov 20, 2024Breaking Down 'Regress, Don’t Guess': Revolutionizing Number Handling in Language ModelsDemystifying the Complexity of Language Models' Numerical Challenges Large language models, the powerhouse behind many AI-driven text generation and comprehension applications, exhibit remarkable capabilities. However, they face notable obstacles whe...language models
Gabi Dobocanblog.telepat.io·Nov 17, 2024Understanding SCAR: Paving the Way for Safer AI ApplicationsArxiv: https://arxiv.org/abs/2411.07122v1 PDF: https://arxiv.org/pdf/2411.07122v1.pdf Authors: Kristian Kersting, Patrick Schramowski, Björn Deiseroth, Manuel Brack, Felix Friedrich, Ruben Härle Published: 2024-11-11 Exploring the depths of AI tech...Autoencoders
Gabi Dobocanblog.telepat.io·Nov 17, 2024Introducing SCAR: Empowering Businesses with Safer AI through Adaptive Steering of Language ModelsArxiv: https://arxiv.org/abs/2411.07122v1 PDF: https://arxiv.org/pdf/2411.07122v1.pdf Authors: Kristian Kersting, Patrick Schramowski, Björn Deiseroth, Manuel Brack, Felix Friedrich, Ruben Härle Published: 2024-11-11 In this blog post, we're explor...AI ethics
Nestor Rojaswww.nestorojas.com·Jun 30, 2024Retrieval Augmented GenerationThis blog post guides you through creating a Jupyter Notebook that utilizes OpenAI's GPT-3.5 model to answer your questions about YouTube videos. Why a Jupyter Notebook? Jupyter Notebooks provide an interactive environment for Python coding, making i...RAG
