Tue.Jun 25, 2024

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How to Build a LangChain Chatbot with Memory?

Analytics Vidhya

Introduction Chatbots have become an integral part of modern applications, providing users with interactive and engaging experiences. In this guide, we’ll create a chatbot using LangChain, a powerful framework that simplifies the process of working with large language models. Our chatbot will have the following key features: By the end of this article, you’ll have […] The post How to Build a LangChain Chatbot with Memory?

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Alibaba Cloud launches English version of AI model hub

AI News

Alibaba Cloud has taken a step towards globalising its AI offerings by unveiling an version of ModelScope , its open-source AI model community. The move aims to bring generative AI capabilities to a wider audience of businesses and developers worldwide. ModelScope, which embodies Alibaba Cloud’s concept of “Model-as-a-Service,” transforms AI models into readily available and deployable services.

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Automating Web Search Using LangChain and Google Search APIs

Analytics Vidhya

Introduction Artificial intelligence is expanding in the modern world because to a multitude of studies and inventions in the field from various startups and organizations. Researchers and innovators are creating a wide range of tools and technology to support the creation of LLM-powered applications. With the aid of AI and NLP innovations like LangChain and […] The post Automating Web Search Using LangChain and Google Search APIs appeared first on Analytics Vidhya.

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Navigating the Challenges of GenAI Implementation

Unite.AI

Generative AI (GenAI)-enabled software development will improve productivity and work efficiency – the question is, how much? Most market research on this topic shows considerable gains in productivity. Research from Harvard found that specialists, depending on the task and seniority, saw a 43% increase in productivity. Likewise, a report from Goldman Sachs suggests that productivity could rise by 1.5 percentage points with GenAI after ten years of broad adoption, equating to almost double th

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Provide Real Value in your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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SQL DELETE Statement

Analytics Vidhya

Introduction If you are someone who handles databases at work, I’m sure you use SQL a lot. Doesn’t SQL make it a breeze to work with and edit the contents of large databases? With so many built-in functions for all kinds of queries, SQL is a must-know tool for all data scientists and data analysts. […] The post SQL DELETE Statement appeared first on Analytics Vidhya.

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Introduction to SQL Union

Analytics Vidhya

Introduction SQL is an important tool that every data scientist and data analyst should know. Its UNION statement allows you to combine the results of two or more SQL SELECT statements. The SELECT command may be on the same table or a different table. We will delve into the basics of UNION and explore different […] The post Introduction to SQL Union appeared first on Analytics Vidhya.

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EvolutionaryScale Secures $142M to Advance Generative AI in Biology

Unite.AI

EvolutionaryScale , an artificial intelligence startup focused on biology, has announced a successful seed funding round, raising $142 million. The company aims to leverage generative AI models to drive innovation and accelerate discoveries in the field of biology. With this significant investment, EvolutionaryScale is poised to make significant strides in applying AI to solve complex biological challenges.

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From Incremental to Exponential: Revolutionizing Generative AI

Analytics Vidhya

In our latest Leading with Data episode, Dr. Manish Gupta joins us with a global perspective, honed by leading teams across India, Australia, and the US. He previously led VideoKen, a pioneering video technology startup, and played a key role in directing research centers for Xerox and IBM in India. His impressive experience includes leading […] The post From Incremental to Exponential: Revolutionizing Generative AI appeared first on Analytics Vidhya.

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Top 7 risks to your identity security posture

IBM Journey to AI blog

Detecting and remediating identity misconfigurations and blind spots is critical to an organization’s identity security posture especially as identity has become the new perimeter and a key pillar of an identity fabric. Let’s explore what identity blind spots and misconfigurations are, detail why finding them is essential, and lay out the top seven to avoid.

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Navigating the Automation Landscape: Selecting Tools That Fit Your Business

Speaker: Gary Dmitriev

Our upcoming webinar aims to demystify the process of selecting and implementing automation tools for financial institutes. This session will provide your roadmap for vetting potential solutions, focusing on due diligence, vendor assessments, and aligning technology with strategic goals. We’ll also address the critical issue of innovation fatigue, offering tips on maintaining enthusiasm and momentum for new initiatives.

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Efficient LLM Workflows with LangChain Expression Language

Analytics Vidhya

Introduction The advancements in LLM world is growing fast and the next chapter in AI application development is here. LangChain Expression Language (LCEL) isn’t just an upgrade—it’s a game-changer. Initially known for proof-of-concepts, LangChain has rapidly evolved into a powerhouse Python library for LLM interactions. With the introduction of LCEL in August 2023, it’s now […] The post Efficient LLM Workflows with LangChain Expression Language appeared first on Analytic

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Google Project Zero Introduces Naptime: An Architecture for Evaluating Offensive Security Capabilities of Large Language Models

Marktechpost

Exploring new frontiers in cybersecurity is essential as digital threats evolve. Traditional approaches, such as manual source code audits and reverse engineering, have been foundational in identifying vulnerabilities. Yet, the surge in the capabilities of Large Language Models (LLMs) presents a unique opportunity to transcend these conventional methods, potentially uncovering and mitigating previously undetectable security vulnerabilities.

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Nvidia’s DLSS: Deep Learning Super Sampling

Analytics Vidhya

Introduction Nvidia is a US-based corporation, headquartered in Santa Clara, California. Recently, it became the largest company in the world, by market cap. This is mainly because of the AI boom and demand for AI chips. Their high-performance GPUs are well-known. These GPUs have had a significant influence on gaming and artificial intelligence. Deep Learning […] The post Nvidia’s DLSS: Deep Learning Super Sampling appeared first on Analytics Vidhya.

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Unstructured Introduces Unstructured Serverless API: The Simplest, Fastest, and Cost-Effective Way to Render Enterprise Data AI-Ready

Marktechpost

The rapid evolution of AI and machine learning ML necessitates robust, scalable, and efficient data processing solutions. Unstructured, a leading innovator in data transformation, introduces its Unstructured Serverless API , a groundbreaking development aimed at simplifying, accelerating, and reducing the costs of making enterprise data AI-ready. Introduction to Unstructured Serverless API The Unstructured Serverless API represents the pinnacle of data processing technology, designed to render e

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Deliver Mission Critical Insights in Real Time with Data & Analytics

In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.

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EvolutionaryScale Debuts With ESM3 Generative AI Model for Protein Design

NVIDIA

Generative AI has revolutionized software development with prompt-based code generation — protein design is next. EvolutionaryScale today announced the release of its ESM3 model, the third-generation ESM model, which simultaneously reasons over the sequence, structure and functions of proteins, giving protein discovery engineers a programmable platform.

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Meet Otto: A New AI Tool for Interacting and Working with Artificial Intelligence AI Agents – Using Tables

Marktechpost

In today’s fast-paced digital world, efficient interaction and management of tasks using Artificial Intelligence (AI) is paramount for productivity and innovation. Many existing tools require extensive setup or a steep learning curve, leading to significant delays in implementation and integration. To address these challenges, a groundbreaking solution named Otto has emerged.

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AI21 Labs Jamba-Instruct model is now available in Amazon Bedrock

AWS Machine Learning Blog

We are excited to announce the availability of the Jamba-Instruct large language model (LLM) in Amazon Bedrock. Jamba-Instruct is built by AI21 Labs, and most notably supports a 256,000-token context window, making it especially useful for processing large documents and complex Retrieval Augmented Generation (RAG) applications. What is Jamba-Instruct Jamba-Instruct is an instruction-tuned version of the Jamba base model, previously open sourced by AI21 Labs, which combines a production grade-mod

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Top Online Courses on Google Gemini

Marktechpost

Google Gemini is a generative AI-powered collaborator from Google Cloud designed to enhance various tasks such as code explanation, infrastructure management, data analysis, and application development. Its features include text generation, error detection, security configuration, and resource management. Learning about Gemini’s functionalities is important because it can significantly improve productivity, efficiency, and accuracy in diverse technical workflows, making it a valuable tool

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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Build safe and responsible generative AI applications with guardrails

AWS Machine Learning Blog

Large language models (LLMs) enable remarkably human-like conversations, allowing builders to create novel applications. LLMs find use in chatbots for customer service , virtual assistants , content generation , and much more. However, the implementation of LLMs without proper caution can lead to the dissemination of misinformation , manipulation of individuals, and the generation of undesirable outputs such as harmful slurs or biased content.

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NuMind Releases NuExtract: A Lightweight Text-to-JSON LLM Specialized for the Task of Structured Extraction

Marktechpost

NuMind introduces NuExtract , a cutting-edge text-to-JSON language model that represents a significant advancement in structured data extraction from text. This model aims to transform unstructured text into structured data highly efficiently. The innovative design and training methodologies used in NuExtract position it as a superior alternative to existing models, providing high performance and cost-efficiency.

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First Copilot+ Reviews Show It's a Good Idea to Wait for Intel and AMD

Extreme Tech

The Qualcomm-powered Copilot+ PCs are capable machines, but reviews show they have some of the hallmark features of a first-generation product.

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Meet Maestro: An AI Framework for Claude Opus, GPT and Local LLMs to Orchestrate Subagents

Marktechpost

In today’s rapidly advancing technological world, efficiently managing complex tasks is a significant challenge. Breaking down extensive objectives into manageable parts and coordinating multiple processes to achieve a cohesive final output can be daunting. This task management problem becomes even more pronounced when working with AI models, which can sometimes produce fragmented or incomplete results.

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Using Data & Analytics for Improving Healthcare Innovation and Outcomes

In the rapidly evolving healthcare industry, delivering data insights to end users or customers can be a significant challenge for product managers, product owners, and application team developers. The complexity of healthcare data, the need for real-time analytics, and the demand for user-friendly interfaces can often seem overwhelming. But with Logi Symphony, these challenges become opportunities.

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Relativity’s New GenAI eDiscovery Tool ‘aiR For Review’ Rolls Out Q3

Artificial Lawyer

Relativity has announced that its new aiR for Review capability will launch for general availability in Q3. The generative AI-powered document review solution will be.

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Evaluating LLMs

Towards AI

Author(s): Louis-François Bouchard Originally published on Towards AI. What, why, when, and how… We always see LLMs beating all benchmarks, like the recent mysterious GPT-2 chatbot beating all models, which was actually GPT-4o. You may have heard similar claims about some models outperforming others in popular benchmarks like those on the HuggingFace leaderboard, where models are evaluated across various tasks, but how can we determine which LLM is superior exactly?

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Chang’e 6 Returns With Samples From Far Side of Moon

Extreme Tech

This is the first time humans have received bits of lunar regolith from the Moon's hidden hemisphere.

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Screens Publicly Announces 97.5% GenAI Accuracy in Transparency Move

Artificial Lawyer

In a move aimed at bringing more transparency to the sector, legal tech company Screens, which is the sister business of contract-focused TermScout, has decided.

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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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Intel Arrow Lake Test Chips Reveal Boosted Clocks, 24-Core and 16-Core Mobile Chips

Extreme Tech

Arrow Lake will take over where Raptor Lake left off while leaving the low-power mobile segment to Lunar Lake.

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Genai With Python: Give Your AI a Personality and Speak With ”Her”

Towards AI

Author(s): Mauro Di Pietro Originally published on Towards AI. LLM & Speech Recognition — Build a voice assistant ChatBot on your laptop with OllamaImage by author In this article, I will show how to build an AI with a specific personality and how to have voice conversations with it on your laptop without GPU. generated with Luma’s DreamMachine Chatbots are software applications used to conduct automatic chat conversations via text or text-to-speech, imitating the interaction with a human ag

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Scientists Seek Out Failed Warp Drives In the Hunt for Alien Life

Extreme Tech

It's a wacky strategy, but Einstein's theory of general relativity says it could work.

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