Data Science Current

Enhancing RAG with Hypothetical Document Embedding

Analytics Vidhya

APRIL 12, 2024

RAG is replacing the traditional search-based approaches and creating a chat with a document environment. The biggest hurdle in RAG is to retrieve the right document. Only when we get […] The post Enhancing RAG with Hypothetical Document Embedding appeared first on Analytics Vidhya.

Analytics

Analytics Analytics Python AI

RAG and Streamlit Chatbot: Chat with Documents Using LLM

Analytics Vidhya

APRIL 30, 2024

Introduction This article aims to create an AI-powered RAG and Streamlit chatbot that can answer users questions based on custom documents. Users can upload documents, and the chatbot can answer questions by referring to those documents.

Analytics

Analytics Analytics AI AI

'Shake' Design Documents

Hacker News

MAY 14, 2024

But over on LinkedIn, someone with a perverse interest in ancient history (hi Tim) asked if I still had copies of some UI design documents that I did for the now-defunct compositing package Shake. Okay, this will be of interest to a VERY SMALL number of people. So, see below for a lot of rough…

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Revolutionizing Document Processing Through DocVQA

Analytics Vidhya

MARCH 15, 2023

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.

Natural Language Processing

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JPMorgan’s Latest AI DocLLM is Revolutionizing Document Understanding

Analytics Vidhya

JANUARY 4, 2024

JPMorgan has unveiled its latest AI – DocLLM, an extension to large language models (LLMs) designed for comprehensive document understanding. Thus, providing an efficient solution for processing visually complex documents.

AI

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Creating a bespoke LLM for AI-generated documentation

databricks

NOVEMBER 21, 2023

We recently announced our AI-generated documentation feature, which uses large language models (LLMs) to automatically generate documentation for tables and columns in Unity.

AI

AI AI ML ML

Document Information Extraction Using Pix2Struct

Analytics Vidhya

APRIL 26, 2023

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.

Algorithm

Algorithm Analytics Analytics Deep Learning

Enhancing Scientific Document Processing with Nougat

Analytics Vidhya

NOVEMBER 7, 2023

To address this challenge, Meta AI has introduced Nougat, or “Neural Optical Understanding for Academic Documents,”, a state-of-the-art Transformer-based model designed to transcribe scientific PDFs into […] The post Enhancing Scientific Document Processing with Nougat appeared first on Analytics Vidhya.

Natural Language Processing

Natural Language Processing Artificial Intelligence Artificial Intelligence Analytics

Talk to Your Documents and Images: A Guide to PopAI’s Features

Analytics Vidhya

MARCH 10, 2024

But what if you could have a conversation with your documents and images? PopAI makes that a […] The post Talk to Your Documents and Images: A Guide to PopAI’s Features appeared first on Analytics Vidhya.

Analytics

Analytics Analytics Data Visualization Artificial Intelligence

Empowering Contextual Document Retrieval: Leveraging GPT-2 and LlamaIndex

Analytics Vidhya

SEPTEMBER 24, 2023

Introduction In the world of information retrieval, where oceans of text data await exploration, the ability to pinpoint relevant documents efficiently is invaluable. Traditional keyword-based search has its limitations, especially when dealing with personal and confidential data.

Analytics

Analytics Analytics Data Analysis Data Analysis

eDiscovery: Unlocking the Power of AI in Document Review

Data Science Dojo

JANUARY 21, 2024

Anyhow, with the exponential growth of digital data, manual document review can be a challenging task. Hence, AI has the potential to revolutionize the eDiscovery process, particularly in document review, by automating tasks, increasing efficiency, and reducing costs. The model can review and categorize new documents automatically.

Natural Language Processing

Natural Language Processing AI AI Machine Learning

Ask your Documents with Langchain and Deep Lake!

Analytics Vidhya

SEPTEMBER 14, 2023

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

Analytics Analytics Database Python

Evaluating Methods for Calculating Document Similarity

KDnuggets

DECEMBER 21, 2023

The blog covers methods for representing documents as vectors and computing similarity, such as Jaccard similarity, Euclidean distance, cosine similarity, and cosine similarity with TF-IDF, along with pre-processing steps for text data, such as tokenization, lowercasing, removing punctuation, removing stop words, and lemmatization.

Data Science

Intelligent Document Processing with Azure Form Recognizer

Analytics Vidhya

MARCH 29, 2023

Introduction Intelligent document processing (IDP) is a technology that uses artificial intelligence (AI) and machine learning (ML) to automatically extract information from unstructured documents such as invoices, receipts, and forms.

Azure

Azure Artificial Intelligence Artificial Intelligence Machine Learning

Google LLMs Can Master Tools by Just Reading Documentation

Analytics Vidhya

AUGUST 10, 2023

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.

Artificial Intelligence

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning

RAG Powered Document QnA & Semantic Caching with Gemini Pro

Analytics Vidhya

MARCH 22, 2024

Introduction With the advent of RAG (Retrieval Augmented Generation) and Large Language Models (LLMs), knowledge-intensive tasks like Document Question Answering, have become a lot more efficient and robust without the immediate need to fine-tune a cost-expensive LLM to solve downstream tasks.

Analytics

Analytics Analytics

Chatbot For Your Google Documents Using Langchain And OpenAI

Analytics Vidhya

JULY 29, 2023

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

Analytics Analytics Python AI

Keyword Extraction Methods from Documents in NLP

Analytics Vidhya

MARCH 22, 2022

Introduction Keyword extraction is commonly used to extract key information from a series of paragraphs or documents. The post Keyword Extraction Methods from Documents in NLP appeared first on Analytics Vidhya. Keyword extraction is an automated method of extracting the most relevant words and phrases from text input.

Data Science

Data Science Analytics Analytics Python

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

Analytics Vidhya

SEPTEMBER 19, 2023

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.

Artificial Intelligence

Artificial Intelligence Artificial Intelligence Analytics Analytics

Towards Accurate and Efficient Document Analytics with Large Language Models

Hacker News

MAY 13, 2024

In particular, current approaches for managing unstructured documents do not support ad-hoc analytical queries on document collections. Users can impose a schema on their documents, and query it, all via SQL.

Analytics

Analytics Analytics SQL

DocuSeal – Open-source Document Signing

Hacker News

DECEMBER 20, 2023

Free and Open source tool to streamline document filling and signing. Create custom PDF forms to complete and sign with an easy to use online tool. Automatic digital signature.

Best Practices for MLOps Documentation

KDnuggets

DECEMBER 15, 2021

Whether it's an ML side project or adding a new feature to a enterprise production deployment, technical documentation throughout the MLOps lifecycle is vital in every project by increasing quality, transparency, and saves time in future development.

ML

ML ML

Making Intelligent Document Processing Smarter: Part 1

KDnuggets

FEBRUARY 10, 2023

This article attempts to measure the effect of various noises present in scanned documents on the performance of various APIs in the OCR segment.

Documentation as code: Principles, workflow, and challenges

Hacker News

MARCH 31, 2024

Documentation as code (DaC) is a development philosophy that treats software documentation with the same respect and attention as software code.

Create a Powerful Chatbot with ChatGPT Using Your Documents

Analytics Vidhya

MAY 10, 2023

Introduction Today, we will build a ChatGPT based chatbot that reads the documents provided by you and answer users questions based on the documents. Companies in today’s world are always finding new ways of enhancing clients’ service and engagement.

Analytics

Analytics Analytics Artificial Intelligence Artificial Intelligence

From Word Embedding to Documents Embedding without any Training

Analytics Vidhya

JANUARY 5, 2022

Introduction Pre-requisite: Basic understanding of Python, machine learning, scikit learn python, Classification Objectives: In this tutorial, we will build a method for embedding text documents, called Bag of concepts, and then we will use the resulting representations (embedding) to classify these documents. First, […].

Machine Learning

Machine Learning Machine Learning Python Data Science

Building a Document Scanner using OpenCV

Analytics Vidhya

SEPTEMBER 4, 2022

Introduction Hello Readers; in this article, we’ll use the OpenCV Library to develop a Python Document Scanner. The post Building a Document Scanner using OpenCV appeared first on Analytics Vidhya. It may […].

Python

Python Data Science Analytics Analytics

Nougat: Neural Optical Understanding for Academic Documents

Hacker News

SEPTEMBER 4, 2023

We propose Nougat (Neural Optical Understanding for Academic Documents), a Visual Transformer model that performs an Optical Character Recognition (OCR) task for processing scientific documents into a markup language, and demonstrate the effectiveness of our model on a new dataset of scientific documents.

Important Documents Prepared By A Business Analyst

Analytics Vidhya

SEPTEMBER 15, 2021

This article was published as a part of the Data Science Blogathon Preparing documents is one of the most critical tasks that every responsible business analyst does. A Business Analyst not only documents the clients’ requirements but also happens to document the progress and every change that has occurred during the project lifecycle.

Data Science

Data Science Analytics Analytics

Should you add screenshots to documentation?

Hacker News

DECEMBER 14, 2023

Screenshots in documentation can be a contentious topic — some people really like them and think they add a lot of value, while others dislike them due to the maintenance burden and accessibility issues. So what should you do?

Classifying Long Text Documents Using BERT

KDnuggets

FEBRUARY 3, 2022

How can we use BERT to classify long text documents? Transformer based language models such as BERT are really good at understanding the semantic context because they were designed specifically for that purpose. BERT outperforms all NLP baselines, but as we say in the scientific community, “no free lunch”.

Natural Language Processing

Announcing Public Preview of AI Generated Documentation In Databricks Unity Catalog

databricks

OCTOBER 19, 2023

Today, we are excited to announce the public preview of AI generated documentation in Databricks Unity Catalog. This feature leverages generative AI to.

AI

AI AI

Identifying The Language of A Document Using NLP!

Analytics Vidhya

AUGUST 5, 2021

The post Identifying The Language of A Document Using NLP! ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction The goal of this article is to identify the language. appeared first on Analytics Vidhya.

Data Science

Data Science Analytics Analytics Python

The 5 Rules For Good Data Science Project Documentation

KDnuggets

DECEMBER 8, 2022

Once data scientist finishes building the project, they will need to do the task that most of us hate that is documenting the code.

Data Science

Data Science Data Scientist

How to Make Documenting Code Easier

KDnuggets

DECEMBER 12, 2022

Helping programmers write better code documentation with maximum effort.

WireViz: Easily document cables and wiring harnesses

Hacker News

APRIL 14, 2024

Easily document cables and wiring harnesses. Contribute to wireviz/WireViz development by creating an account on GitHub.

Interactive SQLite Documentation: Experiment with Queries in Real-Time

Hacker News

MARCH 5, 2024

Today, we are thrilled to unveil a groundbreaking addition to our platform - the Interactive SQLite Documentation! At SQLite Cloud, we are dedicated to making database management as seamless and intuitive as possible. Now, alongside our comprehensive.

Database

How to Automate Document Processing with Snowflake’s Document AI

phData

APRIL 5, 2024

With an endless stream of documents that live on the internet and internally within organizations, the hardest challenge hasn’t been finding the information, it is taking the time to read, analyze, and extract it. What is Document AI from Snowflake? Document AI is a new Snowflake tool that ingests documents (e.g.,

AI

AI AI Natural Language Processing Tableau

OpenAI scrapped a promise to disclose key documents to the public

Hacker News

JANUARY 24, 2024

From its founding, OpenAI said its governing documents were available to the public. When WIRED requested copies after the company’s boardroom drama, it declined to provide them.

Machine Learning’s Sweet Spot: Pure Approaches in NLP and Document Analysis

KDnuggets

MAY 10, 2022

While it is true that Machine Learning today isn’t ready for prime time in many business cases that revolve around Document Analysis, there are indeed scenarios where a pure ML approach can be considered.

Machine Learning

Machine Learning Machine Learning ML ML

Documenting Critical Data Elements

The Data Administration Newsletter

FEBRUARY 21, 2024

Many Data Governance or Data Quality programs focus on “critical data elements,” but what are they and what are some key features to document for them? A critical data element is any data element in your organization that has a high impact on your organization’s ability to execute its business strategy.

Data Governance

Data Governance Data Quality

Knockoff Iranian Drone Sold on Alibaba Was Meant for War, Documents Show

Hacker News

JANUARY 19, 2024

The drone, advertised as being for survey mapping, is described in documents as a "suicide UAV used on the battlefield." " The supplier said it was destined for Ukraine.

fd, xargs, bat = quick document review

Hacker News

FEBRUARY 25, 2024

Like most of my websites these days, SA is powered by Hugo, which means handling a lot of Markdown documents, which means I opted to use an intermediate Git repo as a submodule to actually store the custom-processed documents.

Codapi – Interactive code examples for documentation, education and fun

Hacker News

APRIL 29, 2024

Interactive code examples for documentation, education and fun - nalgeon/codapi

Enhancing RAG with Hypothetical Document Embedding

RAG and Streamlit Chatbot: Chat with Documents Using LLM

Webinars

Trending Sources

'Shake' Design Documents

Webinars

Revolutionizing Document Processing Through DocVQA

JPMorgan’s Latest AI DocLLM is Revolutionizing Document Understanding

Creating a bespoke LLM for AI-generated documentation

Document Information Extraction Using Pix2Struct

Enhancing Scientific Document Processing with Nougat

Talk to Your Documents and Images: A Guide to PopAI’s Features

Empowering Contextual Document Retrieval: Leveraging GPT-2 and LlamaIndex

eDiscovery: Unlocking the Power of AI in Document Review

Ask your Documents with Langchain and Deep Lake!

Evaluating Methods for Calculating Document Similarity

Intelligent Document Processing with Azure Form Recognizer

Google LLMs Can Master Tools by Just Reading Documentation

RAG Powered Document QnA & Semantic Caching with Gemini Pro

Chatbot For Your Google Documents Using Langchain And OpenAI

Keyword Extraction Methods from Documents in NLP

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

Towards Accurate and Efficient Document Analytics with Large Language Models

DocuSeal – Open-source Document Signing

Best Practices for MLOps Documentation

Making Intelligent Document Processing Smarter: Part 1

Documentation as code: Principles, workflow, and challenges

Create a Powerful Chatbot with ChatGPT Using Your Documents

From Word Embedding to Documents Embedding without any Training

Building a Document Scanner using OpenCV

Nougat: Neural Optical Understanding for Academic Documents

Important Documents Prepared By A Business Analyst

Should you add screenshots to documentation?

Classifying Long Text Documents Using BERT

Announcing Public Preview of AI Generated Documentation In Databricks Unity Catalog

Identifying The Language of A Document Using NLP!

The 5 Rules For Good Data Science Project Documentation

How to Make Documenting Code Easier

WireViz: Easily document cables and wiring harnesses

Interactive SQLite Documentation: Experiment with Queries in Real-Time

How to Automate Document Processing with Snowflake’s Document AI

OpenAI scrapped a promise to disclose key documents to the public

Machine Learning’s Sweet Spot: Pure Approaches in NLP and Document Analysis

Documenting Critical Data Elements

Knockoff Iranian Drone Sold on Alibaba Was Meant for War, Documents Show

fd, xargs, bat = quick document review

Codapi – Interactive code examples for documentation, education and fun

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