Bhavishya PanditforfreeCodeCampfreecodecamp.org·Aug 30, 2024How to Build a RAG Pipeline with LlamaIndexLarge Language Models are everywhere these days – think ChatGPT – but they have their fair share of challenges. One of the biggest challenges faced by LLMs is hallucination. This occurs when the model generates text that is factually incorrect or mis...DiscussRAG
Farzad Sunavalafarzzy.hashnode.dev·Aug 29, 2024Building a Retrieval-Augmented Generation (RAG) Pipeline with NVIDIA NIM, Azure AI Search, and LlamaIndexWant to win over $9000 in cash prizes? Maybe even a NVIDIA® GeForce RTX™ 4080 SUPER GPU? This blog is for you! NVIDIA and LlamaIndex have partnered together to launch an exciting LlamaIndex Developer Contest. While I won't be participating, I will h...Discuss·2 likes·916 readsAzure Ai Search
Ritobroto Sethrito.hashnode.dev·Aug 27, 2024FeaturedBuilding a RAG Pipeline on Excel: Harnessing Qdrant and Open-Source LLMs for Stock Trading DataIntroduction In today's data-driven world, Excel remains a cornerstone for businesses, containing invaluable insights within its spreadsheets. However, extracting meaningful information from these vast datasets can be time-consuming and requires spec...Discuss·29 likes·188 readsllm
Kunal Moharekunalmohare.hashnode.dev·Aug 23, 2024What the hell is CustomGPT!!?Imagine asking a super-smart assistant about your favorite movie, and instead of searching through dusty old files, it instantly pulls out exactly what you need—like magic! That’s Retrieval Augmented Generation (RAG) in action. RAG is like giving AI ...Discuss·71 readsPython
Farzad Sunavalafarzzy.hashnode.dev·Aug 22, 2024FeaturedBuilding a Legal AI Agent using Azure AI Search, Azure OpenAI, LlamaIndex, and CrewAIIntroduction In the rapidly evolving legal industry, the use of AI tools has opened new avenues for improving efficiency and accuracy in handling complex legal tasks. In this blog post, we will explore how to build a sophisticated Legal AI Agent that...Shanmukha and 6 others are discussing this7 people are discussing thisDiscuss·49 likes·2.1K readsCrewAI
Farzad Sunavalafarzzy.hashnode.dev·Aug 9, 2024Exploring LlamaIndex Workflows: A Step-by-Step Guide to Building a RAG System with Azure AI Search and Azure OpenAILlamaIndex has introduced a new way to orchestrate complex AI applications through workflows, an event-driven framework that simplifies the creation of tasks like retrieval-augmented generation (RAG) systems. This blog will walk you through the basic...Discuss·5 likes·693 readsAzure Ai Search
Farzad Sunavalafarzzy.hashnode.dev·Jul 31, 2024FeaturedRAG Observability and Evaluation with Azure AI Search, Azure OpenAI, LlamaIndex, and Arize PhoenixIf you've been following my recent blogs, I'm putting together a series on how to use different evaluation and observability tools with Azure AI Search to dive into your Generative AI applications. In this blog, I will show you how to set up the Ariz...Discuss·22 likes·995 readsAzure OpenAI
Farzad Sunavalafarzzy.hashnode.dev·Jul 9, 2024Step-by-Step Guide to Evaluating RAG with Azure AI Search, Azure OpenAI, LlamaIndex, and Tonic AIIn this blog, we will explore how to use Azure AI Search in conjunction with Azure OpenAI, LlamaIndex, and Tonic AI Validate to build a robust Retrieval-Augmented Generation (RAG) evaluation system. This tutorial is inspired by the blog "RAG Evaluati...Discuss·10 likes·534 readstonic-ai
Farzad Sunavalafarzzy.hashnode.dev·Jun 19, 2024Evaluating Azure AI Search with LlamaIndex and TruLensIn this blog, we will explore how to use Azure AI Search in conjunction with Azure OpenAI, LlamaIndex, and TruLens to build a robust Retrieval-Augmented Generation (RAG) evaluation system. This tutorial is inspired by Dr. Andrew Ng's DeepLearning.AI ...Discuss·21 likes·629 readsAzure
Ritobroto Sethrito.hashnode.dev·Jun 18, 2024Evaluating RAG with RagasThis blog post provides a technical guide to evaluating Retrieval Augmented Generation (RAG) pipelines using the Ragas framework. What Is the Ragas Framework? Ragas facilitates a comprehensive assessment of RAG pipeline performance by evaluating bot...Discuss·8 likes·282 readsLlamaIndex
