Analytics Vidhya

NOVEMBER 12, 2024

Customer support calls hold a wealth of information, but finding the time to manually comb through these recordings for insights isn’t easy.

Analytics 206

Analytics 206

Analytics Vidhya

OCTOBER 14, 2024

Introduction In today’s digital world, Large Language Models (LLMs) are revolutionizing how we interact with information and services. LLMs are advanced AI systems designed to understand and generate human-like text based on vast amounts of data.

Deep Learning 223

Deep Learning Interactive Modeling Analytics 223

Analytics Vidhya

JANUARY 6, 2025

With so much happening in the Generative AI space, the need for tools that can efficiently process and retrieve information has never been greater. It combines document processing and web search integration to simplify information retrieval and analysis.

Analytics 208

Analytics IT 208

Analytics Vidhya

OCTOBER 26, 2024

Imagine if you could automate the tedious task of analyzing earnings reports, extracting key insights, and making informed recommendations—all without lifting a finger. In this article, we’ll walk you through how to create a multi-agent system using OpenAI’s Swarm framework, designed to handle these exact tasks.

Reporting 221

Reporting Analytics 221

Analytics Vidhya

NOVEMBER 18, 2024

In an era where artificial intelligence (AI) is tasked with navigating and synthesizing vast amounts of information, the efficiency and accuracy of retrieval methods are paramount. Anthropic, a leading AI research company, has introduced a groundbreaking approach called Contextual Retrieval-Augmented Generation (RAG).

Analytics 207

Analytics 207

Analytics Vidhya

DECEMBER 25, 2024

One useful application is building agents capable of searching the web to gather information and complete tasks. Creating AI agents that can interact with the real world is a great area of research and development. 70B appeared first on Analytics Vidhya.

Interactive 208

Interactive Analytics 208

O'Reilly on Data

JANUARY 21, 2025

Or perhaps it cheerfully informs your CEO its archived those sensitive board documentsinto entirely the wrong folder. Based on this information, the structured workflow determines the appropriate options: a refund, reshipment, or another resolution. Are they still in transit? Were they out of stock?

Cost-Benefit 302

Cost-Benefit Testing Interactive Software 302

Analytics Vidhya

DECEMBER 22, 2024

Web scraping has long been a vital technique for extracting information from the internet, enabling developers to gather insights from various domains. With the integration of Large Language Models (LLMs) like ChatGroq, web scraping becomes even more powerful, offering enhanced flexibility and precision.

Modeling 205

Modeling Analytics 205

Analytics Vidhya

DECEMBER 11, 2024

One of the major challenges of naive RAG systems is getting the right retrieved context information to answer […] The post A Comprehensive Guide to Building Contextual RAG Systems with Hybrid Search and Reranking appeared first on Analytics Vidhya.

Enterprise 207

Enterprise Modeling Analytics 207

Analytics Vidhya

JANUARY 3, 2025

Web scraping has become an important tool essential for gathering useful information from the available websites. Of all the tools that are present, ScrapeGraphAI is unique as it can identify graphs and use Artificial Intelligence for web scraping.

Analytics 223

Analytics IT 223

Analytics Vidhya

NOVEMBER 8, 2024

Senior leaders, including CXOs, constantly face the challenge of having to quickly make informed decisions that shape the future of their organizations. This decision-making process can often become overwhelming, owing to the ever-increasing volume of data and the complexity of modern business.

Enterprise 223

Enterprise Analytics 223

David Menninger's Analyst Perspectives

MAY 22, 2025

A knowledge graph is a structured representation of information that identifies entities, their attributes and the relationships between them. In the context of information management, the term knowledge graph emerged in the 1970s, but just as with graph databases , the concept relies on graph theory, the origins of which date back to 1736.

Metadata 130

Metadata Enterprise Data-driven Publishing 130

Analytics Vidhya

DECEMBER 3, 2024

In the fast-growing area of digital healthcare, medical chatbots are becoming an important toolfor improving patient care and providing quick, reliable information. This article explains how to build a medical chatbot that uses multiple vectorstores.

Reporting 207

Reporting Analytics IT Machine Learning 207

Analytics Vidhya

OCTOBER 21, 2024

This tool will use a vision model to infer the information. With this blog, I would like to show one small agent built-in with `LangGraph` and Google Gemini for research purposes. The objective is to demonstrate one research agent (Paper-to-Voice Assistant) who plans to summarize the research paper.

Modeling 205

Modeling Analytics 205

Analytics Vidhya

FEBRUARY 1, 2025

A Retrieval-Augmented Generation (RAG) system, when integrated with Agentic AI, tackles this challenge by not only retrieving relevant information but also processing and delivering context-aware insights […] The post Building a RAG System for Smart Decision-Making in Organizations appeared first on Analytics Vidhya.

Optimization 180

Optimization Analytics 180

Analytics Vidhya

MARCH 8, 2025

The present organization and access of information will tell whether the AI merely has an answer or actually understands the question in […] The post Traditional RAG to Graph RAG: The Evolution of Knowledge Retrieval Systems in Artificial Intelligence appeared first on Analytics Vidhya.

Analytics 173

Analytics 173

Analytics Vidhya

JULY 17, 2024

This skill helps distill complex information into meaningful insights, driving informed decisions across various industries like finance, healthcare, retail, and technology. Introduction The realm of data offers vast capabilities and numerous challenges.

Finance 317

Finance Technology Analytics 317

Analytics Vidhya

AUGUST 11, 2024

Introduction As the availability and importance of information as a robust asset increases in the modern global economy, it becomes essential to represent the information appropriately, especially to audiences with a non-technical background.

Visualization 316

Visualization Big Data Analytics IT 316

David Menninger's Analyst Perspectives

MAY 21, 2025

The mathematics was sound, the demos impressive, yet adoption faltered because little thought was given as to how sellers should use this information. Yet the success of any agent, no matter how sophisticated, depends on the depth and accuracy of the information it ingests. Selling is ultimately an information alignment exercise.

Sales 130

Sales Measurement Data-driven Dashboards 130

David Menninger's Analyst Perspectives

JANUARY 15, 2025

What I discovered is that the availability of this type of vital information is exceedingly slim. I use the term external data to include any information about the world outside an organization (including economic and market statistics), competitors (such as pricing and locations) and customers.

Predictive Modeling 130

Predictive Modeling Forecasting Predictive Analytics Statistics 130

Analytics Vidhya

JUNE 24, 2024

Introduction Imagine a filing cabinet for data, with drawers for different categories of information. You give it a name and define how you’ll organize the information inside, like separate sections for names, dates, and amounts. The “CREATE TABLE” statement in SQL is like building a new drawer in that cabinet.

Analytics 306

Analytics IT 306

CIO Business Intelligence

NOVEMBER 27, 2024

Good data governance has always involved dealing with errors and inconsistencies in datasets, as well as indexing and classifying that structured data by removing duplicates, correcting typos, standardizing and validating the format and type of data, and augmenting incomplete information or detecting unusual and impossible variations in the data.

Enterprise 141

Enterprise Data Quality Structured Data Modeling 141

Analytics Vidhya

MAY 2, 2024

Introduction Right choice of appropriate datasets is essential in today’s data-driven environment to facilitate well-informed decision-making and uncover insightful information. It might be intimidating to navigate the enormous amount of data that is available, though.

Data-driven 319

Data-driven Analytics IT Data Science 319

Analytics Vidhya

AUGUST 22, 2024

Recognizing the need for timely and accurate information for informed decision-making, Swiggy developed Hermes to make data retrieval fast and accessible across the organization. Unlike many […] The post Swiggy’s Hermes: AI Solution for Seamless Data-Driven Decisions appeared first on Analytics Vidhya.

Data-driven 289

Data-driven Analytics IT 289

CIO Business Intelligence

OCTOBER 30, 2024

The core benefit of Copilots lies in their ability to efficiently provide information and eliminate the need for manual searches, enabling teams to focus on high-stakes tasks. This empowers security professionals to make faster, more informed decisions without overwhelming them with data.

Strategy 126

Strategy Reporting Visualization Interactive 126

CIO Business Intelligence

APRIL 24, 2025

Although data has always accumulated naturally, the result of ever-growing consumer and business activity, data growth is expanding exponentially, opening opportunities for organizations to monetize unprecedented amounts of information. Important to this, he says, is pinpointing the exact problem your data solves.

Data-driven 134

Data-driven Marketing Risk Sales 134

CIO Business Intelligence

OCTOBER 24, 2024

While LLMs are trained on large amounts of information, they have expanded the attack surface for businesses. Threat actors have their eyes set on AI-powered cybersecurity tools that gather information across data sets, which can include confidential information. Take for instance large language models (LLMs) for GenAI.

Risk 128

Risk Measurement Optimization Machine Learning 128

CIO Business Intelligence

DECEMBER 20, 2024

Chief among these is United ChatGPT for secure employee experimental use and an external-facing LLM that better informs customers about flight delays, known as Every Flight Has a Story, that has already boosted customer satisfaction by 6%, Birnbaum notes. Historically United storytellers had to manually edit templates, which took time.

IT 131

IT Unstructured Data Experimentation Data Lake 131

O'Reilly on Data

JUNE 11, 2024

While most users think of O’Reilly as a resource for software developers and IT departments, our platform contains many other kinds of information. it will reply “I don’t have enough information to answer this question.” Answers places few restrictions on the questions you can ask.

Modeling 341

Modeling Experimentation Interactive Data-driven 341

CIO Business Intelligence

JANUARY 9, 2025

Its newly appointed CEO, Romain Fouache, is bringing Australian retailers a collection of cloud-based technologies, including Product Information Management (PIM), Syndication, and Supplier Data Manager capabilities to rapidly scale the depth and maturity of their AI applications.

B2B 105

B2B Cost-Benefit Data-driven Sales 105