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What is Retrieval-Augmented Generation?

In the AI space, where technological development is happening at a rapid pace, Retrieval Augmented Generation, or RAG, is a game-changer. But what is RAG, and why does it hold such importance in the present AI and natural language processing (NLP) world? Before answering that question, let's briefly talk about Large Language Models (LLMs).…

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How to automate insurance claims

Tedious paperwork and long wait times are every person's worst insurance nightmare. But insurance claim automation is paving the way for faster, more accurate, and more customer-friendly experiences. The drive to enhance claims processing through new technologies has intensified, especially since every dollar saved directly impacts profitability. The pandemic further accelerated this shift, rapidly pushing…

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Nanonets Partners with Sage Intacct: Automate AP / AR

Nanonets makes financial workflows more efficient with AI-driven automation, enabling businesses on Sage Intacct to automate manual finance tasks confidently and securely.San Francisco, 19 August 2024—Nanonets, a pioneer in AI-driven financial automation solutions, has become a marketplace partner with Sage Intacct, a leader in cloud financial management software. This collaboration aims to transform financial workflows,…

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Building a Retrieval-Augmented Generation (RAG) App

Introduction Retrieval-augmented generation (RAG) systems are transforming AI by enabling large language models (LLMs) to access and integrate information from external vector databases without needing fine-tuning. This approach allows LLMs to deliver accurate, up-to-date responses by dynamically retrieving the latest data, reducing computational costs, and improving real-time decision-making. For example, companies like JPMorgan Chase use…

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How to convert Word to Excel?

Stuck with complex data in Word documents? Need to analyze information but sick of manually copying and pasting tables into Excel spreadsheets? Your answer is probably yes, which is why you've landed here. So how do you convert Word documents into Excel? Thankfully, Excel belongs to the same Microsoft product suite as Word,…

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What is document classification?

In our hunter-gatherer days, we had to classify objects and beings as food, foe, or friend, for survival. Today our need for classification is less for conservation and more for clarity.  In this era of information overload, document classification is of considerable importance for the efficient management and use of information and knowledge.   In this…

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Best LLM APIs for Data Extraction

Introduction In today's fast-paced business world, the ability to extract relevant and accurate data from diverse sources is crucial for informed decision-making, process optimization, and strategic planning. Whether it's analyzing customer feedback, extracting key information from legal documents, or parsing web content, efficient data extraction can provide valuable insights and streamline operations. Enter large language…

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