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Aug 25, 2024 · 13 min read · Introduction 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...
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Aug 19, 2024 · 12 min read · Introduction 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...
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Jun 18, 2024 · 13 min read · This 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...
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May 28, 2024 · 9 min read · In 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...
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May 6, 2024 · 11 min read · In 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 ...
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