Unite.AI

APRIL 18, 2024

From self-driving cars to language models that can engage in human-like conversations, AI is rapidly transforming various industries, and software development is no exception. This remarkable tool leverages state-of-the-art language models like GPT-4, streamlining the development cycle and enhancing developer productivity.

Software Engineer 261

Software Engineer Software Development LLM Auto-complete 261

Flipboard

MARCH 17, 2025

Home Table of Contents Getting Started with Python and FastAPI: A Complete Beginner’s Guide Introduction to FastAPI Python What Is FastAPI? reload : Enables auto-reloading, so the server restarts automatically when you make changes to your code. app : Refers to the FastAPI instance ( app = FastAPI() ). Sharma, and P. Thakur, eds.,

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AWS Machine Learning Blog

DECEMBER 16, 2024

70B using the SageMaker JumpStart UI, complete the following steps: In SageMaker Unified Studio, on the Build menu, choose JumpStart models. Yotam Moss is a Software development Manager for Inference at AWS AI. Deploy Llama 3.3 To deploy Llama 3.3 Deploy Llama 3.3

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AWS Machine Learning Blog

NOVEMBER 26, 2024

8B model With the setup complete, you can now deploy the model using a Kubernetes deployment. Complete the following steps: Check the deployment status: kubectl get deployments This will show you the desired, current, and up-to-date number of replicas. AWS_REGION.amazonaws.com/${ECR_REPO_NAME}:latest Deploy the Meta Llama 3.1-8B

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Auto-complete ML Large Language Models Software Development 89

Unite.AI

JUNE 13, 2023

Best Features: Predictive code generation: GitHub Copilot goes beyond simple auto-completion. Cody by Sourcegraph Cody is another AI-driven coding assistant, this one developed by Sourcegraph. The tool offers an impressive set of features that extend beyond the scope of code completion.

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Unite.AI

SEPTEMBER 11, 2023

To actualize an agile, flexible software architecture that can adapt to dynamic programming tasks. Agile Development SOPs act as a meta-function here, coordinating agents to auto-generate code based on defined inputs. The post MetaGPT: Complete Guide to the Best AI Agent Available Right Now appeared first on Unite.AI.

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Python Software Development OpenAI Software Engineer 328

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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IBM Journey to AI blog

SEPTEMBER 19, 2023

Using generative artificial intelligence (AI) solutions to produce computer code helps streamline the software development process and makes it easier for developers of all skill levels to write code. It can also modernize legacy code and translate code from one programming language to another.

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Marktechpost

APRIL 25, 2024

Software development is also a type of development. Even though AI drives code completion solutions, documentation is still a big issue. Meet Mutable.ai , a cool startup that has just released Auto Wiki v2. This is accomplished with Auto Wiki v2 by Mutable AI. In Conclusion Auto Wiki v2 from Mutable.ai

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AWS Machine Learning Blog

MARCH 7, 2025

By linking this contextual information, the generative AI system can provide responses that are more complete, precise, and grounded in source data. Test the knowledge base Once the data sync is complete: Choose the expansion icon to expand the full view of the testing area.

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Flipboard

JUNE 13, 2023

Diamond Bishop , CEO and co-founder at Augmend , a Seattle collaboration software startup Diamond Bishop, CEO of Augmend. Augmend Photo) “AI is making it so small startups like ours can accelerate all aspects of the software development lifecycle. It’s helpful with generating much of the boilerplate for unit tests.

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Marktechpost

NOVEMBER 7, 2023

Software developers, however, are more interested in creating libraries that may be used to solve whole problem domains than they are in finishing the current work at hand. Figure 1: The LILO learning loop overview. (Al) Al) Using a dual-system search methodology, LILO creates programs from task descriptions written in plain language.

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AWS Machine Learning Blog

MARCH 25, 2025

After the specified wait interval and the new inference components container passes healthy check, SageMaker AI removes one copy of the old version (because each copy is hosted on one instance, this instance will be torn down accordingly), completing the update for the first batch. Now another two free GPU slots are available.

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AWS Machine Learning Blog

FEBRUARY 19, 2025

This mathematical certainty, based on formal logic rather than statistical inference, enables complete verification of possible scenarios within defined rules (and under given assumptions). An Automated Reasoning check is completed based on the created rules and variables from the source document and the logical representation of the inputs.

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Automation Explainability Auto-complete Generative AI 74

Dlabs.ai

NOVEMBER 15, 2023

A recent MIT study points to this , showing how when white-collar workers had access to an assistive chatbot, it took them 40% less time to complete a task, while the quality of their work increased by 18%. Something of an ‘auto-complete on steroids,’ Copilot can save you significant time and boost your productivity by orders of magnitude.

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Software Development ChatGPT Large Language Models Auto-complete 52

Unite.AI

MAY 28, 2024

Before MonsterAPI, he ran two startups, including one that developed a wearable safety device for women in India, in collaboration with the Government of India and IIT Delhi. Our Mission has always been “to help software developers fine-tune and deploy AI models faster and in the easiest manner possible.”

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Auto-complete LLM Machine Learning Software Development 147

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.

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Unite.AI

DECEMBER 9, 2024

Developers can use HARPA AI for writing and inspecting code, answering programming questions, and automating repetitive tasks related to software development. Its privacy-focused, with local data storage and customizable commands to complete online tasks more efficiently.

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AWS Machine Learning Blog

JANUARY 7, 2025

Also note the completion metrics on the left pane, displaying latency, input/output tokens, and quality scores. When the indexing is complete, select the created index from the index dropdown. He brings over 20 years of technology experience on Software Development, Architecture and Analytics from industries like finance and telecom

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AWS Machine Learning Blog

JULY 1, 2024

Create a knowledge base To create a new knowledge base in Amazon Bedrock, complete the following steps. For Data source name , Amazon Bedrock prepopulates the auto-generated data source name; however, you can change it to your requirements. You should see a Successfully built message when the build is complete. Choose Next.

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AWS Machine Learning Blog

APRIL 19, 2024

Create a solution To set up automatic training, complete the following steps: On the Amazon Personalize console, create a new solution. To set up auto sync, complete the following steps: On the Amazon Personalize console, create a new campaign. Pranesh Anubhav is a Senior Software Engineer for Amazon Personalize.

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Auto-complete ML Machine Learning Software Engineer 111

AWS Machine Learning Blog

APRIL 25, 2024

The added benefit of asynchronous inference is the cost savings by auto scaling the instance count to zero when there are no requests to process. Prerequisites Complete the following prerequisites: Create a SageMaker domain. He has also developed the advanced analytics platform as a part of the digital transformation journey.

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AWS Machine Learning Blog

NOVEMBER 14, 2024

It also helps achieve data, project, and team isolation while supporting software development lifecycle best practices. Following are the steps completed by using APIs to create and share a model package group across accounts. It can take up to 20 minutes for the setup to complete. sagemaker_client = boto3.client("sagemaker")

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ML Machine Learning Auto-complete Auto-classification 84

AWS Machine Learning Blog

NOVEMBER 30, 2023

Because FM outputs could range from a single sentence to multiple paragraphs, the time it takes to complete the inference request varies significantly, leading to unpredictable spikes in latency if the requests are routed randomly between instances. In this post, we show you the new capabilities of IC-based SageMaker endpoints.

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AWS Machine Learning Blog

JULY 25, 2024

This solution is applicable if you’re using managed nodes or self-managed node groups (which use Amazon EC2 Auto Scaling groups ) on Amazon EKS. First, it will mark the affected instance in the relevant Auto Scaling group as unhealthy, which will invoke the Auto Scaling group to stop the instance and launch a replacement.

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Auto-complete ML Software Development ML Engineer 104

AWS Machine Learning Blog

JUNE 7, 2023

To do so, we use the auto update dataset capability in Canvas and retrain our existing ML model with the latest version of training dataset. Set up auto update on the existing training dataset and upload new data to the Amazon S3 location backing this dataset. Upon completion, it should create a new dataset version.

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ML Auto-complete Automation Categorization 73

AWS Machine Learning Blog

OCTOBER 18, 2023

This post details how Purina used Amazon Rekognition Custom Labels , AWS Step Functions , and other AWS Services to create an ML model that detects the pet breed from an uploaded image and then uses the prediction to auto-populate the pet attributes. Start the model version when training is complete.

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Auto-complete Auto-classification Machine Learning ML 110

Robot Writers AI

DECEMBER 15, 2024

For an in-depth look at these troubling insights about the AI engines that power hundreds of AI auto-writing tools, check-out this excellent video from AI/IT consultant Wes Roth. The Gemini 2.0 Now That’s a Blockbuster: Sora Arrives — Cue the Hollywood Meltdown?:

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Auto-complete AI Engineer ChatGPT Chatbots 97

AWS Machine Learning Blog

AUGUST 22, 2024

The following figure shows the Discovery Navigator generative AI auto-summary pipeline. As Verisk continues to explore the vast potential of generative AI, the Discovery Navigator auto-summary feature serves as a testament to the company’s dedication to responsible and ethical AI adoption.

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AWS Machine Learning Blog

MARCH 10, 2025

Visit octus.com to learn how we deliver rigorously verified intelligence at speed and create a complete picture for professionals across the entire credit lifecycle. The Q&A handler, running on AWS Fargate, orchestrates the complete query response cycle by coordinating between services and processing responses through the LLM pipeline.

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AWS Machine Learning Blog

OCTOBER 19, 2023

Solution overview Training a custom moderation adapter involves five steps that you can complete using the AWS Management Console or the API interface: Create a project Upload the training data Assign ground truth labels to images Train the adapter Use the adapter Let’s walk through these steps in more detail using the console.

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Computer Vision Auto-complete Artificial Intelligence Artificial Intelligence 123

AWS Machine Learning Blog

OCTOBER 11, 2023

The decode phase includes the following: Completion – After the prefill phase, you have a partially generated text that may be incomplete or cut off at some point. The decode phase is responsible for completing the text to make it coherent and grammatically correct. The default is 32.

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Auto-complete LLM Machine Learning Deep Learning 110

AWS Machine Learning Blog

NOVEMBER 8, 2023

Amazon CodeWhisperer is a generative AI coding companion that speeds up software development by making suggestions based on the existing code and natural language comments, reducing the overall development effort and freeing up time for brainstorming, solving complex problems, and authoring differentiated code.

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AWS Machine Learning Blog

DECEMBER 13, 2023

We use the AWS Neuron software development kit (SDK) to access the AWS Inferentia2 device and benefit from its high performance. The complete code samples with instructions can be found in this GitHub repository. Engine to use: MXNet, PyTorch, TensorFlow, ONNX, PaddlePaddle, DeepSpeed, etc.

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AWS Machine Learning Blog

NOVEMBER 30, 2023

Auto-resume and healing capabilities One of the new features with SageMaker HyperPod is the ability to have auto-resume on your jobs. Set up your training cluster To create your SageMaker HyperPod cluster, complete the following steps: On the SageMaker console, choose Cluster management under HyperPod Clusters in the navigation pane.

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AWS Machine Learning Blog

MAY 9, 2023

In addition, you can now use Application Auto Scaling with provisioned concurrency to address inference traffic dynamically based on target metrics or a schedule. In this post, we discuss what provisioned concurrency and Application Auto Scaling are, how to use them, and some best practices and guidance for your inference workloads.

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Flipboard

APRIL 13, 2023

For instance, a financial firm that needs to auto-generate a daily activity report for internal circulation using all the relevant transactions can customize the model with proprietary data, which will include past reports, so that the FM learns how these reports should read and what data was used to generate them.

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