InTowards Data SciencebyHamza GharbiMastering RAG Systems: From Fundamentals to Advanced, with Strategic Component EvaluationElevating your RAG System: A step-by-step guide to advanced enhancements via LLM evaluation, with a real-world data use caseApr 9, 20247Apr 9, 20247
Hanane DupouyDiscover DocLLM: The New LLM From JPMorgan For Working with Complex DocumentsJPMorgan has launched a new language model called DocLLM, specifically designed for working with documents that have complex layouts. This…Jan 5, 202410Jan 5, 202410
InThe Deep HubbyVince LamWhy I use locally hosted LLMsAs someone who regularly uses Large Language Models (LLMs) for personal use and builds apps with LLMs — the choice between self-hosted…Feb 15, 20246Feb 15, 20246
InThe Deep HubbyVince Lam50+ Open-Source Options for Running LLMs LocallyIn my previous post, I discussed the benefits of using locally hosted open weights LLMs, like data privacy and cost savings. By using…Mar 12, 20249Mar 12, 20249
RubentakTalk to your files in a local RAG application using Mistral 7B, LangChain 🦜🔗 and Chroma DB (No…I will show how you can use the Mistral 7B model on your local machine to talk to your personal files in a Chroma vector databaseOct 24, 20239Oct 24, 20239
Andreas KunarRunning Mixtral AI on your MacMistral AI’s new Mixtral AI model to me is a breakthrough — with its GPT3.5-like answer-quality, excellent additional French, German…Dec 15, 20232Dec 15, 20232
InUX CollectivebyElaine LuAI & Design: takeaways from SXSWInsights from the technology & arts conference of the year.Mar 19, 20243Mar 19, 20243
InThe Modern ScientistbyJules S. DamjiBest Prompt Techniques for Best LLM ResponsesBetter prompts is all you need for better responsesFeb 12, 20245Feb 12, 20245
Duane ValzGenerative AI and the Question of Open SourceExamining the issue of innovation vs. societal harm, and what the history of open source software suggests about open release AI.Mar 11, 20241Mar 11, 20241
InGenerative AIbyAzhar ShahEasily Understand Generative AI in 7 MinutesEnhance Your Understanding and Stay AheadMar 12, 20246Mar 12, 20246
InTowards Data SciencebyHeiko HotzDeploying LLMs locally with Apple’s MLX frameworkA technical deep dive into the new deep learning library MLXJan 20, 20249Jan 20, 20249