How to Run Auto-GPT and Automate Your Tasks: A Complete Guide
MAY 15, 2023
Introduction to Auto-GPT As mentioned earlier, Auto-GPT is an open-source autonomous AI tool that interacts with software and services online by …
Automate Q&A email responses with Amazon Bedrock Knowledge Bases
AWS Machine Learning Blog
NOVEMBER 20, 2024
In the future, high automation will play a crucial role in this domain. Using generative AI allows businesses to improve accuracy and efficiency in email management and automation. The combination of retrieval augmented generation (RAG) and knowledge bases enhances automated response accuracy.
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How AI is Reshaping Auto Insurance from Claims to Compliance
Unite.AI
OCTOBER 10, 2024
The auto insurance industry is experiencing a transformative shift driven by AI reshaping everything from claims processing to compliance. With 79% of consumers expressing trust in fully automated AI claims processes, insurers are tapping into AI's potential to create tailored insurance products that meet individual needs.
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Automated Opinion Writing As-A-Service
Robot Writers AI
SEPTEMBER 3, 2023
Now a Thing Wired reports that new tech has emerged to auto-generate tweets, articles and Web sites to counter an opposing viewpoint. #ad More to the point: As an American, I don’t have a problem with automation designed to eviscerate anti-U.S. lies promulgated by a gangster-led political machine that masquerades as a government.
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MultiOn Releases Agent API in Public Beta: A Leap Forward in Automated Web Tasks
Marktechpost
APRIL 1, 2024
These agents are designed to autonomously complete tasks and navigate workflows on the web, effectively acting as user-facing assistants or operating discreetly in the background of digital experiences. The API facilitates the automation of tasks and workflows on the web, enhancing user experiences across a variety of platforms.
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7 best transcript summarizers powered by AI
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.
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Retrain ML models and automate batch predictions in Amazon SageMaker Canvas using updated datasets
AWS Machine Learning Blog
JUNE 7, 2023
You can now retrain machine learning (ML) models and automate batch prediction workflows with updated datasets in Amazon SageMaker Canvas , thereby making it easier to constantly learn and improve the model performance and drive efficiency. Automating this process provides efficiency, scalability, and timely decision-making.
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The AI Revolution: How Auto-GPT Unleashes a New Era of Automation and Creativity
Towards AI
APRIL 15, 2023
This intriguing innovation, known as self-prompting and auto-prompting, enables multiple OpenAI-powered large language models to generate and execute prompts independently, leading to the creation of new prompts based on the initial input. Effective memory management: Auto-GPT has effective long-term and short-term memory management.
Auto-GPT & GPT-Engineer: An In-depth Guide to Today’s Leading AI Agents
Unite.AI
AUGUST 30, 2023
When comparing ChatGPT with Autonomous AI agents such as Auto-GPT and GPT-Engineer, a significant difference emerges in the decision-making process. Rather than just offering suggestions, agents such as Auto-GPT can independently handle tasks, from online shopping to constructing basic apps.
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10 Best AI Tools to Create YouTube Shorts from Existing Videos
Unite.AI
OCTOBER 2, 2023
Comprehensive Output Provision: Delivers fully optimized shorts, complete with accurate captions, engaging titles, and coherent descriptions. The auto-schedule feature streamlines the sharing process, making ClipMaker a holistic solution for content creators, marketers, and brands. optimizes every aspect of content creation.
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NVIDIA DRIVE Partners Showcase Cutting-Edge Innovations in Automated and Autonomous Driving
NVIDIA
JANUARY 23, 2024
Watch the video to learn more from NVIDIA’s auto partners. NVIDIA] enables us to go further to bring automated driving to the next level and into areas that we couldn’t go before,” he says. This is, of course, very much based on AI technology — and it’s really fascinating and a completely new era for the car.”
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Allen Institute for AI Researchers Propose SUPER: A Benchmark for Evaluating the Ability of LLMs to Set Up and Execute Research Experiments
Marktechpost
SEPTEMBER 17, 2024
As AI continues to evolve, researchers are looking for ways to automate these tasks to expedite scientific discovery. Recent advancements in large language models (LLMs) have shown potential in automating this process, such as generating code or commands to resolve issues. of the end-to-end tasks in the Expert set and 46.1%
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IT Service Desk Chatbot: Automate your Service Desk
Chatbots Life
MAY 19, 2023
Automation rules today’s world. A chatbot is a technological genie that uses intelligent automation, ML, and NLP to automate tasks. It adds a digital flavor by automating your day-to-day IT tasks to help businesses work smarter. Modern service desks offer an automated ticketing system for staff.
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10 Best AI Code Generators
Unite.AI
JUNE 13, 2023
AI-powered code generators help streamline coding processes, automate routine tasks, and even predict and suggest code snippets. Best Features: Predictive code generation: GitHub Copilot goes beyond simple auto-completion. The tool offers an impressive set of features that extend beyond the scope of code completion.
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Redirecting Humans with Machines
Unite.AI
JUNE 26, 2024
Today we are seeing a similar scenario, with advancements in automation holding the promise of revolutionizing the workforce in ways that enhance productivity. By 2030, activities that account for up to 30% of hours currently worked across the US economy could be automated with AI. Consequently, this shift resulted in job loss.
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AI Smarter Than Many Humans by 2027?
Robot Writers AI
JUNE 16, 2024
And he’s offered his complete analysis of what could be in a 156-page treatise entitled, “Situational Awareness: The Decade Ahead.” Not surprisingly, Anyword is specifically designed for the kind of automated writing marketers prefer. Automation Anywhere is specifically designed to work in concert with Amazon Q.
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Unleashing real-time insights: Monitoring SAP BTP cloud-native applications with IBM Instana
IBM Journey to AI blog
OCTOBER 17, 2023
Introducing the SAP Business Technology Platform The SAP Business Technology Platform (BTP) is a technological innovation platform designed for SAP applications to combine data and analytics, AI, application development, automation and integration into a single, cohesive ecosystem. Why SAP BTP + IBM Instana?
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Scott Stevenson, Co-Founder & CEO of Spellbook – Interview Series
Unite.AI
OCTOBER 30, 2023
Scott Stevenson, is Co-Founder & CEO of Spellbook , a tool to automate legal work that is built on OpenAI's GPT-4 and other large language models (LLMs). We had been working with lawyers for years, trying to help them automate the drafting of routine contracts using advanced templates.
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Boost employee productivity with automated meeting summaries using Amazon Transcribe, Amazon SageMaker, and LLMs from Hugging Face
AWS Machine Learning Blog
MAY 7, 2024
They are designed for real-time, interactive, and low-latency workloads and provide auto scaling to manage load fluctuations. Limitations This solution has the following limitations: The model provides high-accuracy completions for English language. The following figure shows the input conversation and output summary.
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Prompt-Based Automated Data Labeling and Annotation
Towards AI
APRIL 27, 2023
for e.g., if a manufacturing or logistics company is collecting recording data from CCTV across its manufacturing hubs and warehouses, there could be a potentially a good number of use cases ranging from workforce safety, visual inspection automation, etc. 99% of consultants will rather ask you to actually execute these POCs.
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COULER: An AI System Designed for Unified Machine Learning Workflow Optimization in the Cloud
Marktechpost
MARCH 16, 2024
This system transcends the limitations of existing solutions by leveraging natural language (NL) descriptions to automate the generation of ML workflows. Auto-parallelization: This feature enables the system to optimize the execution of large workflows, further improving computational performance. Check out the Paper and Github.
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? Guest Post: How to Customize Auto-GPT for Your Unique Use Case: A Comprehensive Guide*
TheSequence
MAY 22, 2023
Auto-GPT An open-source GPT-based app that aims to make GPT completely autonomous. What makes Auto-GPT such a popular project? Auto-GPT has “agents” built in to search the web, speak, keep track of conversations, and more. How to Set Up Auto-GPT in Minutes Configure `.env` One of the most popular ones?
Modernizing child support enforcement with IBM and AWS
IBM Journey to AI blog
JUNE 2, 2023
Automate routine tasks to free up time to provide personalized services and build relationships with families. IBM Operational Decision Manager (ODM) enables businesses to respond to real-time data by applying automated decisions, enabling business users to develop and maintain operational systems decision logic.
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10 Best Network Monitoring Tools (June 2024)
Unite.AI
JUNE 26, 2024
It automates many complex and time-consuming network management tasks, allowing administrators to work more efficiently. With features like automated config backups and an intuitive dashboard to access key network data from anywhere, Auvik is a comprehensive tool to streamline network management.
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10 Best Data Extraction Tools (September 2023)
Unite.AI
SEPTEMBER 10, 2023
Operational Efficiency : With effective data extraction tools, businesses can automate manual processes, save time, and reduce the possibility of errors. Automation: Schedule tasks and enjoy automated data fetching. Auto-Filling Capabilities : Automatically populate forms on web pages.
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Unearth insights from audio transcripts generated by Amazon Transcribe using Amazon Bedrock
AWS Machine Learning Blog
NOVEMBER 6, 2024
time.sleep(10) The transcription job will take a few minutes to complete. When the job is complete, you can inspect the transcription output and check the plain text transcript that was generated (the following has been trimmed for brevity): # Get the Transcribe Output JSON file s3 = boto3.client('s3') Current status is {job_status}.")
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10 Best AI Cover Letter Generators (October 2024)
Unite.AI
OCTOBER 9, 2024
From an AI resume builder that creates ATS-optimized resumes to interview preparation resources with AI-driven mock interview practice, aiApply offers a complete toolkit for job seekers. What sets aiApply apart is its comprehensive suite of job search tools that complement the cover letter generator.
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AutoGen: Powering Next Generation Large Language Model Applications
Unite.AI
OCTOBER 18, 2023
Given the extensive time and resources required to establish workflows for applications that utilize the power of LLMs, automating these processes holds immense value. If the system encounters any issue during the runtime, the process is repeated until it is resolved completely.
Application modernization overview
IBM Journey to AI blog
NOVEMBER 24, 2023
Many enterprises are realizing that moving to cloud is not giving them the desired value nor agility/speed beyond basic platform-level automation. Generative AI-based Solution Approach : The Mule API to Java Spring boot modernization was significantly automated via a Generative AI-based accelerator we built.
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Top 20 most-asked questions about Amazon RDS for Db2 answered
IBM Journey to AI blog
APRIL 8, 2024
Answer: You can use automated storage scaling to automatically scale based on your usage. You can also set a threshold limit for automated storage scaling. What solutions does Amazon RDS for Db2 provide for auto failovers, such as Db2 HADR? Is autoscaling available for Amazon RDS for Db2? High availability 9.
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8 best AI subtitle generators for 2023
AssemblyAI
JULY 24, 2023
AI subtitle generator applies an AI model to auto-generate subtitles. These speech recognition models are trained on large amounts of audio data to automate a previously manual process without sacrificing accuracy. Users can create videos up to 10 minutes long and complete five minutes of subtitle generation for free.
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Customize Amazon Textract with business-specific documents using Custom Queries
AWS Machine Learning Blog
NOVEMBER 6, 2023
Custom Queries provides a way for you to customize the Queries feature for your business-specific, non-standard documents such as auto lending contracts, checks, and pay statements, in a self-service way. This section will activate your next steps as you complete them sequentially. What is the account name/payer/drawer name?
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HR and Talent in the Era of AI
IBM Journey to AI blog
JULY 26, 2023
Processes such as job description creation, auto-grading video interviews and intelligent search that once required a human employee can now be completed using data-driven insights and generative AI. AskHR has recently started pushing nudges to employees preparing for travel, sending weather alerts, and completing other processes.
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Top 50+ AI Coding Assistant Tools in 2023
Marktechpost
JULY 18, 2023
GitHub Copilot GitHub Copilot is an AI-powered code completion tool that analyzes contextual code and delivers real-time feedback and recommendations by suggesting relevant code snippets. Tabnine Tabnine is an AI-based code completion tool that offers an alternative to GitHub Copilot.
Making Sense of the Mess: LLMs Role in Unstructured Data Extraction
Unite.AI
MAY 29, 2024
This advancement has spurred the commercial use of generative AI in natural language processing (NLP) and computer vision, enabling automated and intelligent data extraction. Additionally, it poses a security risk when handling sensitive data, making it a less desirable option in the age of automation and digital security.
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Gling AI Review: Turn Raw Footage into Captivating Content
Unite.AI
AUGUST 19, 2024
Verdict Gling AI is a powerful AI tool for automating video editing tasks. Includes features like automated subtitles, noise reduction, and auto-framing for a polished final product. The goal is that by the end, you'll know if Gling AI is right for you! But Gling doesn't stop there.
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MAGPIE: A Self-Synthesis Method for Generating Large-Scale Alignment Data by Prompting Aligned LLMs with Nothing
Marktechpost
JUNE 15, 2024
MAGPIE leverages the auto-regressive nature of aligned LLMs to generate high-quality instruction data at scale. In the response generation step, these queries prompt the LLM again to produce corresponding responses, resulting in complete instruction-response pairs. The model then generates diverse user queries based on these templates.
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Taming the Oracle: Key Principals That Bring Our LLM Agents to Production
Towards AI
NOVEMBER 15, 2024
The journey my team at Torq and I have been on in the past two years, developing LLM-based software features that enhance the no-code automation building experience on our platform, has taught me a lot about the great power LLMs bring — if handled correctly. Even then, some invalid paths might be too far from any valid ones.
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Going Beyond Zero/Few-Shot: Chain of Thought Prompting for Complex LLM Tasks
Towards AI
APRIL 7, 2024
Instead of formalized code syntax, you provide natural language “prompts” to the models When we pass a prompt to the model, it predicts the next words (tokens) and generates a completion. Automatic Chain-of-Thought (Auto-CoT) As we saw, CoT prompting involves creating examples for the LLM. 2022) introduced Auto-COT.
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78 Cloud migration best practices: Optimizing your cloud migration strategy
IBM Journey to AI blog
MARCH 6, 2024
Complete data center migration involves the transmission of all company data to the cloud. The hybrid model allows organizations to gradually transition to the cloud, managing risks associated with a complete migration while benefiting from cloud scalability and flexibility.
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Federated learning on AWS using FedML, Amazon EKS, and Amazon SageMaker
AWS Machine Learning Blog
MARCH 15, 2024
Many organizations are implementing machine learning (ML) to enhance their business decision-making through automation and the use of large distributed datasets. EKS Blueprints helps compose complete EKS clusters that are fully bootstrapped with the operational software that is needed to deploy and operate workloads.
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MetaGPT: Complete Guide to the Best AI Agent Available Right Now
Unite.AI
SEPTEMBER 11, 2023
Last time we delved into AutoGPT and GPT-Engineering , the early mainstream open-source LLM-based AI agents designed to automate complex tasks. Agile Development SOPs act as a meta-function here, coordinating agents to auto-generate code based on defined inputs.
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Auto-labeling module for deep learning-based Advanced Driver Assistance Systems on AWS
AWS Machine Learning Blog
JULY 3, 2023
One technique used to solve this problem today is auto-labeling, which is highlighted in the following diagram for a modular functions design for ADAS on AWS. Auto-labeling overview Auto-labeling (sometimes referred to as pre-labeling ) occurs before or alongside manual labeling tasks. For more details, refer to here.
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Scale AI training and inference for drug discovery through Amazon EKS and Karpenter
AWS Machine Learning Blog
APRIL 19, 2024
The platform both enables our AI—by supplying data to refine our models—and is enabled by it, capitalizing on opportunities for automated decision-making and data processing. We use Amazon EKS and were looking for the best solution to auto scale our worker nodes. This enables all steps to be completed from a web browser.
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