How to Compare Multiple Large PDF Files Using AI (w/ Jerry Liu, Co-Founder of LlamaIndex)
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Learn how to build reliable AI agents and LLM applications without the technical jargon. Videos created by Mayo: Twitter- @mayowaoshin
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In this video, you'll learn how to ask complex questions and compare valuable information across multiple large pdf documents using LlamaIndex. LlamaIndex is a data framework for LLM applications to ingest, structure, and access private or domain-specific data. Jerry Liu, Co-Founder of LlamaIndex, covers the use case of two financial 10-k docs: Uber and Lyft; Comparing the customer segments, risks, and financial statements of both companies using Openai's GPT model. ----------------------- LlamaIndex links:- LlamaIndex: https://www.llamaindex.ai/ Code used in video (notebook): https://colab.research.google.com/drive/1Y_lUUKMdC627J5EP0dK1H8NveovpYisM?usp=sharing Chat with data links:- Twitter: https://twitter.com/mayowaoshin Website: https://www.mayooshin.com/ Send a tip to support the channel: https://ko-fi.com/mayochatdata Timestamps: 00:04 PDF demo (analysis of two annual reports) 01:30 Visual overview of flawed architecture 06:00 Jerry Liu, Llama index RAG overview 18:34 Code walkthrough #openai #gpt #finance #vectordb
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