Smart Data Collective

SEPTEMBER 4, 2023

Among these innovations is the world of document processing where automation has revolutionized traditional methods. The Rise Of Automated Document Processing You’ve likely come across automated document processing in your industry endeavors. Use strong encryption protocols for starters. Backup your data, too.

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Data Science Dojo

MARCH 29, 2024

Common Challenges in Data Ingestion Pipeline Challenge 1: Data Extraction: Parsing Complex Data Structures: Extracting data from various types of documents, such as PDFs with embedded tables or images, can be challenging. The retrieved data is synthesized with the LLM’s internal training data to generate a response. Let’s dig in!

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AWS Machine Learning Blog

AUGUST 3, 2023

Data classification, extraction, and analysis can be challenging for organizations that deal with volumes of documents. Traditional document processing solutions are manual, expensive, error prone, and difficult to scale. FMs are transforming the way you can solve traditionally complex document processing workloads.

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Snorkel AI

DECEMBER 5, 2023

Large language models have demonstrated remarkable utility in document summarization and research facilitation. Showcased via a Streamlit front-end, it exemplifies the synergy of predictive and GenAI in achieving thorough and accurate document comprehension—thus offering an enriched user experience. bank prospect.

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Snorkel AI

DECEMBER 5, 2023

Large language models have demonstrated remarkable utility in document summarization and research facilitation. Showcased via a Streamlit front-end, it exemplifies the synergy of predictive and GenAI in achieving thorough and accurate document comprehension—thus offering an enriched user experience. bank prospect.

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Hacker News

MARCH 17, 2024

This document specifies Z85, a format for representing binary data as printable text. Z85 is a derivative of existing Ascii85 encoding mechanisms, modified for better usability, particularly for use in source code. Preamble Copyright (c) 2013 iMatix Corporation.

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Towards AI

FEBRUARY 12, 2024

The terms vectorstores and embeddings are gaining more and more popularity. We can use many characteristics to describe a particular transportation type: speed, capacity, energy source, terrain possibilities, etc. Let’s add capacity: Adding an additional dimension allowed us to split the vehicles into potential subgroups.

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AWS Machine Learning Blog

MARCH 31, 2023

Intelligent document processing (IDP) with AWS helps automate information extraction from documents of different types and formats, quickly and with high accuracy, without the need for machine learning (ML) skills. For more information, refer to Intelligent document processing with AWS AI services: Part 1.

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Data Science Dojo

JULY 25, 2023

In the past, lawyers spent a lot of time on tasks like manually researching case law and drafting documents. For example, Electronic Document Management Systems (EDMS) allow lawyers to store and retrieve documents electronically, which saves time and reduces the risk of lost or misplaced documents.

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Hacker News

JANUARY 15, 2024

Documenting the rate, magnitude and causes of snow loss is essential to benchmark the pace of climate change and to manage the differential water security risks of snowpack declines1–4. Here we show that human-caused warming has caused declines in Northern Hemisphere-scale March snowpack over the 1981–2020 period.

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Data Science Dojo

FEBRUARY 15, 2024

As open-source software, these language models have their source code and underlying architecture publicly accessible, allowing developers, researchers, and enterprises to use, modify, and distribute them freely. Wide range of applications Specialized use cases: Contributors often adapt and extend open-source models for specialized use cases.

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Towards AI

JANUARY 24, 2024

Progression of Retrieval Augmented Generation (RAG) Systems Image by Author : Generated using Yarnit AI The advancements in the LLM space have been mind-boggling. However, when it comes to using LLMs in real scenarios, we still grapple with the knowledge limitations and hallucinations of the LLMs. can be embedded into chunks.

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AWS Machine Learning Blog

APRIL 8, 2024

With Knowledge Bases for Amazon Bedrock, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data using a fully managed Retrieval Augmented Generation (RAG) model. However, in many situations, you may need to retrieve documents created in a defined period or tagged with certain categories.

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Dataconomy

SEPTEMBER 22, 2023

Data archiving is the systematic process of securely storing and preserving electronic data, including documents, images, videos, and other digital content, for long-term retention and easy retrieval. Almost everyone in or around the business world is now aware of the importance of the correct use of data.

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Data Science Dojo

AUGUST 22, 2023

The intersection of art and technology has led us into a captivating realm where AI-generated art challenges conventional notions of creativity and authorship. A recent ruling by a US court in Washington, D.C. Human Authors and Copyrights The heart of the matter revolves around the essence of authorship.

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AWS Machine Learning Blog

MARCH 26, 2024

The most important pieces of information such as price, vendor name, vendor address, and payment terms are often not explicitly labeled and have to be interpreted based on context. The traditional approach of using human reviewers to extract the data is time-consuming, error-prone, and not scalable. Keep everything else as default.

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Dataconomy

MAY 11, 2023

OCR stands for optical character recognition and it allows computers to recognize and interpret text that appears in images, such as scanned documents or photographs. The core function of OCR involves analyzing the text content of a document and converting the characters into code that can be used for data processing.

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Flipboard

APRIL 6, 2023

AI research startup Anthropic aims to raise as much as $5 billion over the next two years to take on rival OpenAI and enter over a dozen major industries, according to company documents obtained by TechCrunch. ” The Information reported in early March that Anthropic was seeking to raise $300 million at $4.1

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Dataconomy

JANUARY 2, 2024

At the forefront of this strategy is the concept of a legal hold—a powerful directive ensuring the preservation of pertinent documents, data, and evidence. Let us explain. It may apply to all documents and data related to a particular subject matter, or it may be limited to specific types of evidence that are relevant to the case.

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Dataconomy

AUGUST 8, 2023

Zoom’s new terms of service enable the use of customer data to enhance Zoom AI models. Zoom’s latest amendment to its terms doesn’t only dwell on software licensing, beta services, and compliance; it dives deeper to disclose a significant aspect of Zoom’s AI strategy.

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Dataconomy

DECEMBER 12, 2023

This article compares these two models in terms of performance, capabilities, and cost. Practical use Mistral AI 7B Ideal for high-volume, fast processing applications at a lower cost. Practical use Mistral AI 7B Ideal for high-volume, fast processing applications at a lower cost. depends on specific use cases.

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Towards AI

MAY 14, 2024

In my continuous quest to explore various machine learning algorithms for spatial analysis, in the latest one I explain linear regression in terms of exploring details about the earth’s wonders. Although it is widely used in data science circles, its use in the geospatial domain gives up a plethora of opportunities, but what does this entail?

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Pickl AI

AUGUST 28, 2023

It goes beyond simple keyword matching by understanding the context of your query and ranking documents based on their relevance to your information needs. These systems are integral to various applications, such as search engines, recommendation systems, document management systems, and chatbots. Data is the new gold.

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Mlearning.ai

JANUARY 1, 2024

Perhaps, the most critical step in the entire RAG value chain is searching and retrieving the relevant pieces of information (known as documents). When the user enters a query or a prompt, it is this system (Retriever) that is responsible for accurately fetching the correct snippet of information that is used in responding to the user query.

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ODSC - Open Data Science

MAY 9, 2024

A new term has emerged, capturing the attention of industry insiders and regulators alike: AI washing. This term has been coined to describe the misleading practice of overemphasizing AI capabilities in products or services, often resulting in consumers believing that the product being paid for uses AI-powered technology.

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Dataconomy

OCTOBER 16, 2023

Non-repudiation is a security mechanism used to ensure that a party involved in a transaction or communication cannot deny their involvement in the activity. In the context of cybersecurity, non-repudiation is used to protect against attacks where an attacker tries to deny their actions or involvement in a compromised system or network.

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ODSC - Open Data Science

APRIL 5, 2023

Be sure to check out her talk, “C reating a Custom Vocabulary for NLP tasks using exBERT and spaCY ,” there! However, what happens when you need to add new terms and customize the vocabulary? In this tutorial, we’ll explore how to create a custom vocabulary that can be further used for any NLP task.

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Towards AI

FEBRUARY 20, 2024

The state-of-the-art Natural Language Processing (NLP) models used to be Recurrent Neural Networks (RNN) among others. Its output is a sequence of embedding vectors, often called the hidden state or context.Decoder: Uses the encoder’s hidden state to iteratively generate an output sequence… Read the full blog for free on Medium.

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Smart Data Collective

APRIL 18, 2023

We have talked extensively about the benefits of using AI technology in marketing. One benefit we haven’t covered has been the use of AI to create amazing PowerPoint presentations. can help you create beautiful presentation slides and templates that use A.I. With AI, you can identify, sort, and inter-relate documents.

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AWS Machine Learning Blog

SEPTEMBER 13, 2023

Searching for insights in a repository of free-form text documents can be like finding a needle in a haystack. A traditional approach might be to use word counting or other basic analysis to parse documents, but with the power of Amazon AI and machine learning (ML) tools, we can gather deeper understanding of the content.

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AWS Machine Learning Blog

MARCH 28, 2024

For example, the training data used for BloombergGPT is 51% domain-specific documents, including financial news, filings, and other financial materials. These datasets encompass a broad range of topics and domains. The resulting LLM outperforms LLMs trained on non-domain-specific datasets when tested on finance-specific tasks.

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Smart Data Collective

FEBRUARY 12, 2021

In simple terms, gathering data is a process where you collect all your personal documents and financial statements to serve as the foundation for a personalized financial plan. You won’t be able to use sophisticated machine learning tools to track the trajectory of your finances without having the data on hand first.

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Dataconomy

SEPTEMBER 15, 2023

Through its HyperWrite Chrome extension, you can feed the platform with external documents, allowing it to learn and mimic your writing style, thus creating a personalized experience tailored just for you. The next evolution of HyperWrite — AI that can use a web browser to accomplish tasks. This AI tool is precisely that companion.

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Heartbeat

NOVEMBER 29, 2023

on Unsplash In this blog post, I’ll show you how to work with text embedding models using LangChain. Text embedding models represent documents as high-dimensional vectors. That’s the transformative potential of text embeddings in tasks such as document similarity search and recommendation systems. Let’s dive into it!

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Mlearning.ai

FEBRUARY 26, 2024

Image created by author using Dalle-3 via Bing Chat Ultimate guide to optimise RAG pipeline from zero to advance- Solving the core challenges of Retrieval-Augmented Generation In my last blog, I covered RAG extensively and how it’s implemented with LlamaIndex. And this tried to find highly-relevant document chunks from vector store.

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Dataconomy

SEPTEMBER 13, 2023

While Claude AI is primarily available to those residing in the US and the UK, a VPN can circumvent this geographic limitation. This includes personal details, business information, and your Claude use-case. Use this link to set your account password. Log into the web console using your email and new password.

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Mlearning.ai

MARCH 12, 2023

The sheer size of the data frequently makes it difficult to categorise documents based on their content or find specific documents relevant to a query. To address these issues, topic modelling can be used to discover suitable texts based on a given topic.

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