Building Travel Guides from YouTube using CrewAI Multi-AgentIntroduction In today’s digital age, planning a vacation often involves extensive online research. YouTube has a lot of travel videos that give you helpful information about popular places to visit. However, sorting through hours of content to find r...Aug 25, 2024 · 13 min readrito.hashnode.dev
Building a Multi-Agent System for writing blogs using CrewAIIntroduction An AI agent is a sophisticated software entity designed to perform tasks autonomously or semi-autonomously by perceiving its environment, making decisions, and taking actions to achieve specific goals. These agents leverage various artif...JAAug 19, 2024 · 12 min readrito.hashnode.dev
Evaluating 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...Jun 18, 2024 · 13 min readrito.hashnode.dev
Building a Multi-Hop QA on Global Warming Using DSPy and QdrantIn this tutorial, we will explore the process of building a Multi-Hop question-answering system using DSPy. Our journey will involve leveraging Qdrant DB as the data source for our multi-hop QA. We will demonstrate how to load a PDF file, specificall...May 28, 2024 · 9 min readrito.hashnode.dev
Building RAG in 2024 with Langchain, Groq, Llama3, and QdrantIn this blog, we will be going through the basics to advance of building RAG with Langchain. We will use Llama3 as our LLM model with the Groq API. What is Groq? Groq is an AI solutions company known for its cutting-edge technology, particularly the ...May 6, 2024 · 11 min readrito.hashnode.dev
