Analytics Vidhya

NOVEMBER 14, 2024

Still interested in building agentic systems to automate business processes? In this blog, we’ll explore exciting, new, and lesser-known features of the CrewAI framework by building […] The post Build LLM Agents on the Fly Without Code With CrewAI appeared first on Analytics Vidhya.

LLM 208

LLM Automation Generative AI AI 208

Unite.AI

NOVEMBER 6, 2024

This library is for developing intelligent, modular agents that can interact seamlessly to solve intricate tasks, automate decision-making, and efficiently execute code. Key Agent Types: Assistant Agent : An LLM-powered assistant that can handle tasks such as coding, debugging, or answering complex queries.

Automation 147

Automation Python Software Engineer AI 147

Analytics Vidhya

JUNE 25, 2024

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.

Automation 331

Automation NLP Artificial Intelligence Artificial Intelligence 331

Unite.AI

MARCH 28, 2025

AI agents for business automation are software programs powered by artificial intelligence that can autonomously perform tasks, make decisions, and interact with systems or people to streamline operations. Demand for AI Agents in Business Demand for such AI-driven automation is surging. Top 10 AI Agents for Business Automation 1.

Automation 162

Automation Chatbots AI AI 162

Unite.AI

OCTOBER 31, 2024

a powerful new version of its LLM series. The developers can use the agent to build AI systems that can automate human interactions and tasks on computers. This is crucial for applications like document summarization, automated report generation, and data retrieval. These automations can make workflows faster and more efficient.

AI Developer 289

AI Developer AI Development Automation Data Science Engineer 289

AI News

DECEMBER 3, 2024

(Imagery Credit: Google Cloud ) See also: Alibaba Marco-o1: Advancing LLM reasoning capabilities Want to learn more about AI and big data from industry leaders? Check out AI & Big Data Expo taking place in Amsterdam, California, and London.

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Analytics Vidhya

JANUARY 24, 2024

Introduction Welcome to the world of Large Language Models (LLM). LLAMA2 […] The post Automated Fine-Tuning of LLAMA2 Models on Gradient AI Cloud appeared first on Analytics Vidhya. In the old days, transfer learning was a concept mostly used in deep learning. This paper explored models using fine-tuning and transfer learning.

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Automation Natural Language Processing Large Language Models Deep Learning 336

Analytics Vidhya

FEBRUARY 11, 2025

Large Language Model agents are powerful tools for automating tasks like search, content generation, and quality review. Multi-agent workflows allow you to split these tasks among different […] The post Multi-Agent LLM Workflow with LlamaIndex for Research & Writing appeared first on Analytics Vidhya. drafting vs. reviewing).

LLM 139

LLM Large Language Models Automation Generative AI 139

Analytics Vidhya

SEPTEMBER 20, 2024

Large language model (LLM) agents are the latest innovation in this context, boosting customer query management efficiently. They automate repetitive tasks with the help of LLM-powered chatbots, unlike typical customer query management.

LLM 270

LLM Large Language Models Chatbots Automation 270

AI News

APRIL 1, 2025

Organisations must be aware of the type of data they provide to the LLMs that power their AI products and, importantly, how this data will be interpreted and communicated back to customers. To mitigate this risk, organisations should establish guardrails to prevent LLMs from absorbing and relaying illegal or dangerous information.

DevOps 246

DevOps LLM Big Data Large Language Models 246

Analytics Vidhya

APRIL 15, 2023

AgentGPT is a no-code, browser-based solution that makes AI […] The post Meet AgentGPT, an AI That Can Create Chatbots, Automate Things, and More! Based on AutoGPT initiatives like ChaosGPT, this tool enables users to specify a name and an objective for the AI to accomplish by breaking it down into smaller tasks.

Automation 383

Automation Chatbots Generative AI AI 383

Unite.AI

MARCH 1, 2025

High Maintenance Costs: The current LLM improvement approach involves extensive human intervention, requiring manual oversight and costly retraining cycles. Enhanced Accuracy: A self-reflection mechanism can refine LLMs understanding over time. Reduced Training Costs: Self-reflecting AI can automate the LLM learning process.

Large Language Models 316

Large Language Models LLM AI AI 316

AWS Machine Learning Blog

MARCH 20, 2025

Today, were excited to announce the general availability of Amazon Bedrock Data Automation , a powerful, fully managed feature within Amazon Bedrock that automate the generation of useful insights from unstructured multimodal content such as documents, images, audio, and video for your AI-powered applications.

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Automation IDP Generative AI Prompt Engineer 110

Analytics Vidhya

MAY 8, 2024

DrEureka is automating sim-to-real design in robotics. This approach is considered promising for acquiring robot skills at scale, as it allows for developing […] The post Simulation to Reality: Robots Now Train Themselves with the Power of LLM (DrEureka) appeared first on Analytics Vidhya.

Robotics 319

Robotics LLM Automation Large Language Models 319

Unite.AI

SEPTEMBER 19, 2024

Whether you're leveraging OpenAI’s powerful GPT-4 or with Claude’s ethical design, the choice of LLM API could reshape the future of your business. Why LLM APIs Matter for Enterprises LLM APIs enable enterprises to access state-of-the-art AI capabilities without building and maintaining complex infrastructure.

LLM 246

LLM Automation Large Language Models OpenAI 246

AI News

DECEMBER 3, 2024

(Photo by Hannah Busing ) See also: Alibaba Marco-o1: Advancing LLM reasoning capabilities Want to learn more about AI and big data from industry leaders? The comprehensive event is co-located with other leading events including Intelligent Automation Conference , BlockX , Digital Transformation Week , and Cyber Security & Cloud Expo.

Big Data 295

Big Data Large Language Models AI AI 295

Marktechpost

DECEMBER 27, 2024

Existing approaches to these challenges include generalized AI models and basic automation tools. SemiKong represents the worlds first semiconductor-focused large language model (LLM), designed using the Llama 3.1 The post Meet SemiKong: The Worlds First Open-Source Semiconductor-Focused LLM appeared first on MarkTechPost.

LLM 120

LLM Large Language Models AI Tools Automation 120

Unite.AI

OCTOBER 23, 2024

The rapid development of Large Language Models (LLMs) has brought about significant advancements in artificial intelligence (AI). From automating content creation to providing support in healthcare, law, and finance, LLMs are reshaping industries with their capacity to understand and generate human-like text.

LLM 316

LLM Large Language Models AI AI 316

Unite.AI

SEPTEMBER 19, 2024

Throughout the experiments, the LLM-assisted AV responded to both pre-learned and novel commands from passengers. Participants reported significantly lower rates of discomfort compared to typical experiences in level four AVs without LLM assistance. Additional parking tests were performed in the lot of Purdue's Ross-Ade Stadium.

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LLM Large Language Models Artificial Intelligence Artificial Intelligence 328

AI News

APRIL 2, 2025

The researchers applied the DE-COP membership inference attack method to determine if the models could differentiate between human-authored O’Reilly texts and paraphrased LLM versions. Key findings from the report include: GPT-4o shows “strong recognition” of paywalled O’Reilly book content, with an AUROC score of 82%.

OpenAI 302

OpenAI AI Modeling Big Data Large Language Models 302

Unite.AI

JANUARY 2, 2025

As these discoveries continue coming to light, the need to address LLM challenges only increases. How to Mitigate Common LLM Concerns Bias One of the most commonly discussed issues among LLMs is bias and fairness. In LLMs, bias is caused by data selection, creator demographics, and language or cultural skew.

LLM 235

LLM ChatGPT Large Language Models Artificial Intelligence 235

Flipboard

MARCH 31, 2025

It simplifies the creation and management of AI automations using either AI flows, multi-agent systems, or a combination of both, enabling agents to work together seamlessly, tackling complex tasks through collaborative intelligence. At a high level, CrewAI creates two main ways to create agentic automations: flows and crews.

LLM 177

LLM Automation Generative AI AI Automation 177

Unite.AI

JANUARY 11, 2025

Large Language Models (LLMs) have changed how we handle natural language processing. For example, an LLM can guide you through buying a jacket but cant place the order for you. By enabling them to plan, decompose tasks, and engage in real-world interactions, they empower LLMs to effectively manage practical tasks.

Large Language Models 214

Large Language Models Automation LLM Natural Language Processing 214

Unite.AI

OCTOBER 30, 2024

We started from a blank slate and built the first native large language model (LLM) customer experience intelligence and service automation platform. ” Another could be the automated scoring of quality scorecards to evaluate agent performance. Level AI is a customer experience intelligence and service automation platform.

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Automation AI AI Generative AI 264

AI News

JANUARY 10, 2025

LLM fine-tuning helps LLMs specialise. Think of hyperparameter tuning as a type of business automation workflow. Instead, it encourages the LLM to use more diverse problem-solving strategies. You can use tools like Optuna or Ray Tune to automate some of the grunt work. How do you get this right?

AI Modeling 286

AI Modeling AI AI Large Language Models 286

AI News

DECEMBER 9, 2024

Avi Perez, CTO of Pyramid Analytics, explained that his business intelligence software’s AI infrastructure was deliberately built to keep data away from the LLM , sharing only metadata that describes the problem and interfacing with the LLM as the best way for locally-hosted engines to run analysis.”There’s

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Explainability AI AI LLM 299

Analytics Vidhya

DECEMBER 7, 2023

As we delve into this fascinating realm, it becomes evident that these agents are more than mere programs—they represent a paradigm shift in the integration of AI into our daily […] The post 10 Ways to Automate Your Tasks Using Autonomous AI Agents appeared first on Analytics Vidhya.

Automation 325

Automation Artificial Intelligence Artificial Intelligence AI 325

Unite.AI

MARCH 15, 2025

For thinking, Manus relies on large language models (LLMs), and for action, it integrates LLMs with traditional automation tools. In this approach, it employs LLMs, including Anthropics Claude 3.5 In this approach, it employs LLMs, including Anthropics Claude 3.5 Transparency is another key issue.

Large Language Models 322

Large Language Models AI AI Automation 322

AI News

MARCH 19, 2025

NVIDIA Dynamo is being released as a fully open-source project, offering broad compatibility with popular frameworks such as PyTorch, SGLang, NVIDIA TensorRT-LLM, and vLLM. Smart Router: An intelligent, LLM-aware router that directs inference requests across large fleets of GPUs.

Big Data 304

Big Data AI AI Inference Engine 304

AI News

NOVEMBER 28, 2024

In recent times, AI lab researchers have experienced delays in and challenges to developing and releasing large language models (LLM) that are more powerful than OpenAI’s GPT-4 model. Scaling the right thing matters more now,” they said. Check out AI & Big Data Expo taking place in Amsterdam, California, and London.

Large Language Models 325

Large Language Models Big Data OpenAI AI Modeling 325

Unite.AI

FEBRUARY 25, 2025

the AI company revolutionizing automated logical reasoning, has announced the release of ImandraX, its latest advancement in neurosymbolic AI reasoning. ImandraX pushes the boundaries of AI by integrating powerful automated reasoning with AI agents, verification frameworks, and real-world decision-making models. Imandra Inc. ,

Automation 100

Automation Neural Network Explainability Algorithm 100

AI News

JANUARY 15, 2025

As you look to secure a LLM, the important thing to note is the model changes. The comprehensive event is co-located with other leading events including Intelligent Automation Conference , BlockX , Digital Transformation Week , and Cyber Security & Cloud Expo.

Big Data 304

Big Data AI AI LLM 304

AssemblyAI

OCTOBER 31, 2024

Additional features include the ability to share meeting notes directly via a collaboration app like Slack, create soundbites, track speaker talk time, perform sentiment analysis, and automate workflows.  In addition to note-taking, Grain also offers AI-powered meeting automation, coaching, collaboration, analytics, and insight tools. 

Auto-complete 286

Auto-complete AI AI Automation 286

Unite.AI

MARCH 26, 2025

This evolution of LLMs is enabling engineers to evolve embodied AI beyond performing some repetitive tasks. A key advantage of LLMs is their ability to improve natural language interaction with robots. Beyond communication, LLMs can assist with decision-making and planning.

Robotics 200

Robotics Large Language Models LLM Natural Language Processing 200

Unite.AI

MARCH 24, 2025

Founded in 2004, NetBrain is the market leader for network automation. Its technology platform provides network engineers with end-to-end visibility across their hybrid environments while automating their tasks across IT workflows. NetBrain pioneered no-code automation for network management.

Automation 179

Automation AI AI Chatbots 179

AWS Machine Learning Blog

FEBRUARY 12, 2025

The evaluation of large language model (LLM) performance, particularly in response to a variety of prompts, is crucial for organizations aiming to harness the full potential of this rapidly evolving technology. Both features use the LLM-as-a-judge technique behind the scenes but evaluate different things.

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LLM Generative AI Automation Machine Learning 91

AWS Machine Learning Blog

FEBRUARY 21, 2025

Similar to how a customer service team maintains a bank of carefully crafted answers to frequently asked questions (FAQs), our solution first checks if a users question matches curated and verified responses before letting the LLM generate a new answer. No LLM invocation needed, response in less than 1 second.

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LLM Large Language Models Natural Language Processing Machine Learning 116