Fri.Nov 15, 2024

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Enhancing AI Conversations with LangChain Memory

Analytics Vidhya

Imagine chatting with a virtual assistant that remembers not just your last question but the entire flow of your conversation—personal details, preferences, even follow-up queries. This memory transforms chatbots from simple Q&A machines into sophisticated conversational partners, capable of handling complex topics over multiple interactions. In this article, we dive into the fascinating world of […] The post Enhancing AI Conversations with LangChain Memory appeared first on Analytics

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Enrich your AWS Glue Data Catalog with generative AI metadata using Amazon Bedrock

AWS Big Data

Metadata can play a very important role in using data assets to make data driven decisions. Generating metadata for your data assets is often a time-consuming and manual task. By harnessing the capabilities of generative AI, you can automate the generation of comprehensive metadata descriptions for your data assets based on their documentation, enhancing discoverability, understanding, and the overall data governance within your AWS Cloud environment.

Metadata 117
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Zero-shot Object Detection with Owl ViT Base Patch32

Analytics Vidhya

Owl ViT is a computer vision model that has become very popular and has found applications across various industries. This model takes in an image and a text query as input. After the image processing, the output comes with a confidence score and the object’s location (from the text query) in the image. This model’s […] The post Zero-shot Object Detection with Owl ViT Base Patch32 appeared first on Analytics Vidhya.

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CEO of Salesforce AI Clara Shih has left

CIO Business Intelligence

The CEO of Salesforce AI, Clara Shih, has left after just 20 months in the job. Neither Shih nor the company has made an official announcement, but a source familiar with the matter confirmed to CIO that Adam Evans, previously senior vice president of product for Salesforce AI Platform, has moved up to the newly created role of executive vice president and general manager of Salesforce AI.

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State of AI in Sales & Marketing 2025

AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.

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AnythingLLM: The LLM Application You’ve Been Waiting For

KDnuggets

Turn any document into a conversation-ready AI tool with AnythingLLM — a versatile, open-source platform for building a secure, private assistant.

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Why Every Business Should Consider Pricing Analytics to Maximize Revenue

Smart Data Collective

Coming up with the right pricing strategy is crucial for any business, so it is a good idea to use data analytics to help.

Analytics 109

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Speeding Up Cancer Research with Target Discovery: An Interview with a Global Top 10 Early Drug R&D Center

Ontotext

Introduction In this interview, we dive into the decision-making process, benefits, and transformative impact of Ontotext Target Discovery on a research team’s workflow. Faced with the need to rank complex data and streamline drug target identification, the team shares why Ontotext’s ranking capabilities and customized approach stood out. We learn how Ontotext’s flexible support and data integration have empowered them to efficiently prioritize targets, enhance research flows, and incorporate AI

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The Ultimate Test of ChatGPT

Dataiku

ChatGPT was released almost two years ago now, so we thought this would be a good time to analyze its performance. After two years of reinforcement learning , how knowledgeable has ChatGPT become? To attempt to answer this question, this blog post will compare responses from ChatGPT and surveyed individuals.

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Empower Your Cyber Defenders with Real-Time Analytics

Cloudera

Today, cyber defenders face an unprecedented set of challenges as they work to secure and protect their organizations. In fact, according to the Identity Theft Resource Center (ITRC) Annual Data Breach Report , there were 2,365 cyber attacks in 2023 with more than 300 million victims, and a 72% increase in data breaches since 2021. The constant barrage of increasingly sophisticated cyberattacks has left many professionals feeling overwhelmed and burned out.

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New framework aims to keep AI safe in US critical infrastructure

CIO Business Intelligence

Analyst reaction to Thursday’s release by the US Department of Homeland Security (DHS) of a framework designed to ensure safe and secure deployment of AI in critical infrastructure is decidedly mixed. Where did it come from? According to a release issued by DHS, “this first-of-its kind resource was developed by and for entities at each layer of the AI supply chain: cloud and compute providers, AI developers, and critical infrastructure owners and operators — as well as the civil society and publ

Risk 119
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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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How FINRA established real-time operational observability for Amazon EMR big data workloads on Amazon EC2 with Prometheus and Grafana

AWS Big Data

This is a guest post by FINRA (Financial Industry Regulatory Authority). FINRA is dedicated to protecting investors and safeguarding market integrity in a manner that facilitates vibrant capital markets. FINRA performs big data processing with large volumes of data and workloads with varying instance sizes and types on Amazon EMR. Amazon EMR is a cloud-based big data environment designed to process large amounts of data using open source tools such as Hadoop, Spark, HBase, Flink, Hudi, and Prest

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Agentes de IA: seis casos de uso prometedores para las empresas

CIO Business Intelligence

Los agentes de inteligencia artificial , una tecnología que promete automatizar tareas manuales en las organizaciones, están en auge. Esta tendencia que Forrester destacó en junio como una de las principales tecnologías emergentes para 2025 lleva la IA generativa un paso más allá al permitir que estas herramientas tomen decisiones operativas en lugar de generar contenido.

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Enable Image Analysis with Cloudera’s New Accelerator for Machine Learning Projects Based on Anthropic Claude

Cloudera

Enterprise organizations collect massive volumes of unstructured data, such as images, handwritten text, documents, and more. They also still capture much of this data through manual processes. The way to leverage this for business insight is to digitize that data. One of the biggest challenges with digitizing the output of these manual processes is transforming this unstructured data into something that can actually deliver actionable insights.

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Grupos de usuarios, un eje de unión en la cadena tecnológica empresarial 

CIO Business Intelligence

El ecosistema tech podría resumirse, muy a grandes rasgos, en dos categorías: quienes desarrollan la tecnología y quienes la usan. Aun a riesgo de caer en una simplificación excesiva, este esquema sirve para entender dónde se sitúan los grupos de usuarios. Estas organizaciones sirven como enlaces entre las dos categorías e, incluso, dentro de cada una.

IT 104
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The GTM Intelligence Era: ZoomInfo 2025 Customer Impact Report

ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!

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Empower Your Cyber Defenders with Real-Time Analytics Author: Carolyn Duby, Field CTO

Cloudera

Today, cyber defenders face an unprecedented set of challenges as they work to secure and protect their organizations. In fact, according to the Identity Theft Resource Center (ITRC) Annual Data Breach Report , there were 2,365 cyber attacks in 2023 with more than 300 million victims, and a 72% increase in data breaches since 2021. The constant barrage of increasingly sophisticated cyberattacks has left many professionals feeling overwhelmed and burned out.

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The enterprise service revolution: Supercharging ESM with AI

CIO Business Intelligence

IT service management (ITSM) tools and practices transformed the tech side of the enterprise by automating service and support operations, along with adding employee self-service options. The combination was so effective that organizations are applying the principles to the entire organization in the form of enterprise service management (ESM), allowing departments such as human resources (HR), finance, and facilities to transform their own processes.