Joshua Phuong LeinPython in Plain EnglishGuide to Python Project Structure and PackagingTIPS:Feb 3, 20237Feb 3, 20237
ByteferinJavaScript in Plain English5 Methods You Must Know on Promise ObjectThese 5 Methods Are So Useful and Help You Solve Asynchronous Tasks With Ease!Mar 42Mar 42
Akriti UpadhyayinSuperteams.ai BlogSteps to Build RAG Application with Gemma 7B LLMBy Akriti UpadhyayFeb 223Feb 223
Shaw TalebiinTowards Data ScienceText Embeddings, Classification, and Semantic SearchAn introduction with example Python codeMar 274Mar 274
Fabio MatricardiinArtificial CornerRun Mistral7b Quantized for free on any computer.Learn how to run on CPU or on GPU the latest LLM and see the speed difference with your own eyes.Oct 9, 20236Oct 9, 20236
MingComparing LangChain and LlamaIndex with 4 tasksLangChain v.s. LlamaIndex — How do they compare? Show me the code!Jan 118Jan 118
LlamaIndexinLlamaIndex BlogBuilding a Slack bot that learns with LlamaIndex, Qdrant and RenderIn this post we’re going to walk you through the process of building and deploying a Slackbot that listens to your conversations, learns…Jan 251Jan 251
Adrien BiarnesBuilding a Multi-Stage Recommendation System (Part 1.1)Understanding candidate generation and the two-tower modelAug 13, 20229Aug 13, 20229
Samuel Leonardo GracioinDailymotionReinvent your recommender system using Vector Database and Opinion MiningWith its new positioning, Dailymotion wants to give its users the possibility to get out of their filter bubble. The new home feed is…Sep 21, 20233Sep 21, 20233
Kenneth LeunginDataDrivenInvestorHow to Web Scrape Wikipedia with LLM AgentsSimple guide to using LangChain Agents and Tools with OpenAI’s LLMs and Function Calling for web scraping of WikipediaJan 32Jan 32
Amit Singh RathoreinDev GeniusWays to improve RAGAdvance RAG strategies to get more out of RAGDec 31, 2023Dec 31, 2023
Akash MathurAdvanced RAG: Query Augmentation for Next-Level Search using LlamaIndex🦙Using Open Source LLM Zephyr-7b-alpha and BGE Embeddings bge-large-en-v1.5Jan 183Jan 183
Bruce H. Cottman, Ph.D.Part 1: Eight Major Methods For FineTuning an LLMI delve into eight methods that use targeted parameter fine-tuning of LLMs. I discuss in detail Gradient-based, LoRA, QLoRA, and four…Jun 6, 20234Jun 6, 20234
azharinazhar labsImplementing RAG with Mamba and the Qdrant Database: A Detailed Exploration (with Code)Hi everyone, and welcome! Today, we’re diving into the fascinating world of AI, particularly focusing on implementing Retrieval-Augmented…Jan 30Jan 30
Heiko HotzinTowards Data ScienceDeploying LLMs locally with Apple’s MLX frameworkA technical deep dive into the new deep learning library MLXJan 207Jan 207
Iulia BrezeanuinTowards Data ScienceHow to Cut RAG Costs by 80% Using Prompt CompressionAccelerating Inference With Prompt CompressionJan 411Jan 411
Yujian TanginDev GeniusLangChain vs LlamaIndex vs HaystackA commentary on three popular open source LLM frameworksNov 20, 20233Nov 20, 20233
Jason FanHow to connect Llama 2 to your own data, privatelyLlama 2 + RAG = 🤯Jul 19, 20231Jul 19, 20231
LlamaIndexinLlamaIndex BlogRunning Mixtral 8x7 locally with LlamaIndex and OllamaYou may have heard the fuss about the latest release from European AI powerhouse Mistral AI: it’s called Mixtral 8x7b, a “mixture of…Dec 21, 20239Dec 21, 20239
