Sanjayssk14.hashnode.dev·Jul 25, 2024LLM Prompt Compression ✂️📊 LLMLingua-2What is LLMLingua? 🤔 LLMLingua is an open-source project by the Microsoft team, designed for Prompt Compression. It's all about reducing the size of your prompts, which means fewer tokens and more efficient interactions with Large Language Models (L...DiscussRAG
Lê Đức Minhmr8opt.hashnode.dev·Jul 24, 2024Fun Project: VMRecommenderOptimize Your Virtual Infrastructure with AI-Powered Recommendations Getting started The design and deployment of robust and efficient network infrastructure is a critical aspect of modern IT operations. Traditionally, this process has been time-cons...DiscussAI
M Quamer Nasimquamernasim.hashnode.dev·Jul 24, 2024Mastering RAG: Choosing the Right Vector Embedding Model for Your RAG ApplicationRetrieval-Augmented Generation (RAG) applications are becoming increasingly popular as large language models (LLMs) improve. These applications combine retrieval and generation to provide accurate, contextually relevant responses. Validating and eval...DiscussRAG
Dhaval Singhwww.dsdev.in·Jul 22, 2024Notes on evals in LLM-based applicationsA big lesson I've learned while building LLM-based applications: "Unless you have a closed feedback loop, nothing you do will be good enough" Allow me to explain. When building an LLM app, I constantly found myself chasing 100s of different optimizat...Discussevals
Amal R Nairamalrnair.hashnode.dev·Jul 22, 2024Discovered RAG - The AI HypeThere will be an era for every technology. The current hype is for AI. I wasn't following AI much as there were a lot of shit going around. Some demanded this is the next revolution, while there were people demanding this is going to go down due to p...DiscussRAG
Ashish Sam T Georgegetwithashish.hashnode.dev·Jul 17, 2024Python Tutorial: How to Chat with Gemini AI - Part 1Introduction You have probably heard about Gemini AI already. Gemini is a family of generative AI models that can generate content and solve problems. There are different models with their own set of capabilities. We will be focusing on the Gemini 1....Discussgenerative ai
Muhammad Ihsanemhaihsan.hashnode.dev·Jul 16, 2024Pengenalan RAG dan Fine-Tuning pada LLM"Mengubah LLM dari Robot Kaku menjadi Bestie Kamu" Pendahuluan Ketika kita mulai menerapkan Kecerdasan Artifisial dalam bentuk Large Language Model (LLM) pada suatu aplikasi, setidaknya kita akan menemui dua tantangan. Pertama adalah bagaimana mengh...Discussllm
Sreemannarayana Ikkurthiblog.isree.dev·Jul 15, 2024AI for Definitive WorkWhat is Definitive Work? Simply put, definitive work refers to tasks that require a specific and predictable outcome. These tasks have clear, unambiguous goals and usually require precise, exact responses or results. Examples include: Generating acc...Discussgenerative ai
Pratik Mahankalmrpratik.hashnode.dev·Jul 13, 2024RAG ChatBot using YouTube TranscriptsMotivation: So one day, I was checking on some good health advice and gradually landed on ChatGPT (bad idea). Then thought what if Andrew Huberman himself shed some good advice? But I am not going to spend two hours watching his videos to get my ques...Discuss·4 likes·44 readsllm
Kevin NaidooProkevincoder.co.za·Jul 7, 2024AI 🤖 LLM Crash & Burns 🔥Why LLMs are not going to take your job anytime soon? I've been building AI-powered applications for some time now and have a vast experience in practical production use cases of most LLMs. Here are some real-world challenges that LLMs are not able t...DiscussRAG
