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Ask your Documents with Langchain and Deep Lake!

Analytics Vidhya

Introduction Large Language Models like langchain and deep lake have come a long way in Document Q&A and information retrieval. However, a […] The post Ask your Documents with Langchain and Deep Lake! These models know a lot about the world, but sometimes, they struggle to know when they don’t know something.

Analytics 253
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Unlocking LangChain & Flan-T5 XXL | A Guide to Efficient Document Querying

Analytics Vidhya

Use it for a variety of tasks, like translating text, answering […] The post Unlocking LangChain & Flan-T5 XXL | A Guide to Efficient Document Querying appeared first on Analytics Vidhya. For example, OpenAI’s GPT-3 model has 175 billion parameters.

Modeling 269
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Document Information Extraction Using Pix2Struct

Analytics Vidhya

Introduction Document information extraction involves using computer algorithms to extract structured data (like employee name, address, designation, phone number, etc.) from unstructured or semi-structured documents, such as reports, emails, and web pages.

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Revolutionizing Document Processing Through DocVQA

Analytics Vidhya

Introduction DocVQA (Document Visual Question Answering) is a research field in computer vision and natural language processing that focuses on developing algorithms to answer questions related to the content of a document, like a scanned document or an image of a text document.

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Why Modern Data Challenges Require a New Approach to Governance

By capturing metadata and documentation in the flow of normal work, the data.world Data Catalog fuels reproducibility and reuse, enabling inclusivity, crowdsourcing, exploration, access, iterative workflow, and peer review. It adapts the deeply proven best practices of Agile and Open software development to data and analytics.

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Google LLMs Can Master Tools by Just Reading Documentation

Analytics Vidhya

Google’s researchers have unveiled a groundbreaking achievement – Large Language Models (LLMs) can now harness Machine Learning (ML) models and APIs with the mere aid of tool documentation.

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Chatbot For Your Google Documents Using Langchain And OpenAI

Analytics Vidhya

Introduction In this article, we will create a Chatbot for your Google Documents with OpenAI and Langchain. OpenAI has a character token limit where you can only add specific […] The post Chatbot For Your Google Documents Using Langchain And OpenAI appeared first on Analytics Vidhya.

Analytics 236
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Data Science Fails: Building AI You Can Trust

The game-changing potential of artificial intelligence (AI) and machine learning is well-documented. Any organization that is considering adopting AI at their organization must first be willing to trust in AI technology.

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Best Practices for Modern Records Management and Retention

Speaker: Sean Baird, Director of Product Marketing at Nuxeo

Documents are at the heart of many business processes. Exploding volumes of new documents, growing and changing regulatory requirements, and inconsistencies with manual, labor-intensive classification requirements prevent organizations from consistent retention practices.