Unite.AI

MARCH 25, 2025

The tools on this list combine traditional help desk capabilities (like ticketing, knowledge bases, and multi-channel support) with powerful artificial intelligence to automate responses, assist agents, and improve customer satisfaction. Top Features: Freddy AI Suite AI chatbots, automated ticket triage, and reply suggestions for agents.

Chatbots 130

Chatbots AI Chatbots Automation AI 130

AWS Machine Learning Blog

JANUARY 7, 2025

One of LLMs most fascinating strengths is their inherent ability to understand context. Localization relies on both automation and humans-in-the-loop in a process called Machine Translation Post Editing (MTPE). However, the industry is seeing enough potential to consider LLMs as a valuable option.

Large Language Models 97

Large Language Models Prompt Engineering Prompt Engineer Metadata 97

Towards AI

NOVEMBER 15, 2024

Generated with Microsoft Designer With the second anniversary of the ChatGPT earthquake right around the corner, the rush to build useful applications based on large language models (LLMs) of its like seems to be in full force. I believe they are highly relevant to other LLM based applications just as much.

LLM 115

LLM Auto-complete Software Engineer Automation 115

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.

Data Extraction 268

Data Extraction Neural Network Large Language Models NLP 268

AWS Machine Learning Blog

APRIL 1, 2025

Prerequisites To complete the solution, you need to have the following prerequisites in place: uv package manager Install Python using uv python install 3.13 Outside of work, he loves playing drums and piano, talking with others through Ham radio, all things home automation, and movie nights with the family.

Auto-complete 112

Auto-complete Chatbots Generative AI Python 112

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. In this technique, a few logical reasoning steps are added to the prompt as examples for the LLM to understand how to arrive at the desired outcome.

LLM 104

LLM Auto-complete Prompt Engineering Prompt Engineer 104

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. With this LLM, CreditAI was now able to respond better to broader, industry-wide queries than before. Follow Octus on LinkedIn and X.

DevOps 90

DevOps Metadata Auto-complete Automation 90

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.

Generative AI 284

Generative AI Auto-complete DevOps Automation 284

AssemblyAI

JUNE 20, 2024

Downstream analytics and LLMs Many features are built on top of speech data and transcripts that allow information to be extracted from recorded speech in a meaningful way. As a result, improvements to speaker diarization have an outsized impact on end-user experiences for applications that process speech data.

Auto-complete 189

Auto-complete Automation Python Large Language Models 189

Unite.AI

MAY 27, 2024

Another innovative technique is the Tree of Thoughts (ToT) prompting, which allows the LLM to generate multiple lines of reasoning or “thoughts” in parallel, evaluate its own progress towards the solution, and backtrack or explore alternative paths as needed.

Prompt Engineer 157

Prompt Engineer Prompt Engineering LLM Auto-complete 157

AWS Machine Learning Blog

MAY 7, 2024

The Hugging Face containers host a large language model (LLM) from the Hugging Face Hub. They are designed for real-time, interactive, and low-latency workloads and provide auto scaling to manage load fluctuations. You can use other languages such as Spanish, French, or Portuguese, but the quality of the completions may degrade.

Automation 122

Automation Auto-complete DevOps UX Design 122

Marktechpost

JUNE 15, 2024

This limitation hinders the advancement of LLM capabilities and their application in diverse, real-world scenarios. Existing methods for generating instruction datasets fall into two categories: human-curated data and synthetic data produced by LLMs. The model then generates diverse user queries based on these templates.

Prompt Engineer 132

Prompt Engineer Prompt Engineering Auto-complete Large Language Models 132

AWS Machine Learning Blog

NOVEMBER 26, 2024

The automation provided by Rad AI Impressions not only reduces burnout, but also safeguards against errors arising from manual repetition. For years, Rad AI has been a reliable partner to radiology practices and health systems, consistently delivering high availability and generating complete results seamlessly in 0.5–3

Machine Learning 99

Machine Learning ML AI Automation 99

Flipboard

JUNE 13, 2023

GitHub Copilot, Amazon CodeWhisperer, ChatGPT, Tabnine, and various other AI coding tools are quickly gaining traction, helping developers automate mundane tasks and freeing them up to work on more challenging problems. The auto-complete and auto-suggestions in Visual Studio Code are pretty good, too, without being annoying.

Generative AI 181

Generative AI Auto-complete Software Engineer AI 181

IBM Journey to AI blog

JULY 17, 2023

Currently chat bots are relying on rule-based systems or traditional machine learning algorithms (or models) to automate tasks and provide predefined responses to customer inquiries. The LLM solution has resulted in an 80% reduction in manual effort and in 90% accuracy of automated tasks.

Generative AI 171

Generative AI Auto-complete Automation AI 171

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.

Machine Learning 111

Machine Learning Auto-complete ML Large Language Models 111

NVIDIA

MARCH 6, 2024

And developers can streamline workflows using generative AI for prototyping and to automate debugging. And it can stay centered on the screen with eyes looking at the camera no matter where the user moves, using Auto Frame and Eye Contact. Magic Mask has completely changed that workflow. The field of AI is moving fast.

Auto-complete 141

Auto-complete AI AI LLM 141

AWS Machine Learning Blog

MAY 17, 2024

FMs and LLMs, even though they’re pre-trained, can continue to learn from data inputs or prompts during inference. A prompt is the information you pass into an LLM to elicit a response. To accomplish the overall task, your application feeds each subtask prompt to the LLM in a pre-defined order or according to a set of rules.

Generative AI 129

Generative AI LLM Prompt Engineering Prompt Engineer 129

AssemblyAI

SEPTEMBER 18, 2023

Below, we'll give you the basic know-how you need to understand LLMs, how they work, and the best models in 2023. A large language model (often abbreviated as LLM) is a machine-learning model designed to understand, generate, and interact with human language. What Is a Large Language Model?

Large Language Models 130

Large Language Models BERT Auto-complete LLM 130

AssemblyAI

SEPTEMBER 13, 2023

Get a custom LLM summary of your audio files with LeMUR This video tutorial demonstrates how to use LeMUR, AssemblyAI’s framework to process audio files with a Large Language Model (LLM). Its Semblian tool also lets users ask questions or auto-generate post-meeting tasks like composing an email or next steps.

Auto-complete 130

Auto-complete AI AI Automation 130

AWS Machine Learning Blog

JULY 24, 2024

It provides customer relationship management (CRM) software and applications focused on sales, customer service, marketing automation, ecommerce, analytics, and application development. In this post, we share how the Salesforce Einstein AI Platform team boosted latency and throughput of their code generation LLM using Amazon SageMaker.

LLM 120

LLM Machine Learning Auto-complete NLP 120

AWS Machine Learning Blog

MARCH 28, 2024

These generative AI applications are not only used to automate existing business processes, but also have the ability to transform the experience for customers using these applications. This technique provides targeted yet broad-ranging search capabilities, furnishing the LLM with a wider perspective. Create a question embedding.

LLM 128

LLM Auto-complete Auto-classification Generative AI 128

Topbots

AUGUST 22, 2023

Unlike traditional machine learning where outcomes are often binary, LLM outputs dwell in a spectrum of correctness. Therefore, a holistic approach to evaluating LLMs must utilize a variety of approaches, such as using LLMs to evaluate LLMs (i.e., auto-evaluation) and using human-LLM hybrid approaches.

LLM 52

LLM Auto-complete Large Language Models Machine Learning 52

AWS Machine Learning Blog

JULY 1, 2024

Organizations strive to implement efficient, scalable, cost-effective, and automated customer support solutions without compromising the customer experience. You can use QnAIntent with new or existing Amazon Lex bots to automate FAQs through text and voice channels, such as Amazon Connect. Choose Create knowledge base. Choose Next.

Auto-complete 117

Auto-complete Chatbots Generative AI Software Development 117

AWS Machine Learning Blog

NOVEMBER 22, 2023

To summarize, we used the following flags for compilation: NEURON_CC_FLAGS="--target trn1 --auto-cast all --auto-cast-type bf16 --model-type transformer --optlevel O1" Checkpoint compatibility When compilation is successfully complete, we can proceed to train our models on Trainium.

LLM 107

LLM Software Engineer Auto-complete Neural Network 107

AWS Machine Learning Blog

AUGUST 22, 2024

Discovery Navigator recently released automated generative AI record summarization capabilities. By automating the extraction and organization of key treatment data and medical information into a concise summary, claims handlers can now identify important bodily injury claims data faster than before.

Generative AI 102

Generative AI Auto-complete Software Development Automation 102

deepsense.ai

OCTOBER 8, 2023

Usually agents will have: Some kind of memory (state) Multiple specialized roles: Planner – to “think” and generate a plan (if steps are not predefined) Executor – to “act” by executing the plan using specific tools Feedback provider – to assess the quality of the execution by means of auto-reflection.

Auto-complete 111

Auto-complete LLM Software Engineer AI 111

AWS Machine Learning Blog

SEPTEMBER 24, 2024

It also enables operational capabilities including automated testing, conversation analytics, monitoring and observability, and LLM hallucination prevention and detection. “We An optional CloudFormation stack to enable an asynchronous LLM hallucination detection feature. seconds or less.

Generative AI 93

Generative AI Auto-complete LLM Automation 93

AWS Machine Learning Blog

SEPTEMBER 12, 2024

The introduction of generative AI provides another opportunity for Thomson Reuters to work with customers and advance how they do their work, helping professionals draw insights and automate workflows, enabling them to focus their time where it matters most. An LLM doesn’t model facts so much as it models language.

Auto-classification 88

Auto-classification Auto-complete LLM ML 88

Unite.AI

NOVEMBER 2, 2023

Through CallRail’s Conversation Intelligence®, you can automate workflows for smoother lead follow-up. Marketing optimization: One of the major advantages of AI-powered call insights is the ease of integrating it with different systems, including CRM platforms like HubSpot and various marketing automation tools.

Auto-complete 144

Auto-complete Machine Learning Automation Computer Vision 144

AWS Machine Learning Blog

MAY 22, 2024

Using machine learning (ML) and natural language processing (NLP) to automate product description generation has the potential to save manual effort and transform the way ecommerce platforms operate. BLIP-2 consists of three models: a CLIP-like image encoder, a Querying Transformer (Q-Former) and a large language model (LLM).

Generative AI 126

Generative AI Machine Learning Natural Language Processing Large Language Models 126

AWS Machine Learning Blog

JUNE 13, 2023

Last week, Technology Innovation Institute (TII) launched TII Falcon LLM , an open-source foundational large language model (LLM). In this post, we demonstrate how to deploy Falcon for applications like language understanding and automated writing assistance using large model inference deep learning containers on SageMaker.

Auto-complete 84

Auto-complete Deep Learning LLM Machine Learning 84

AWS Machine Learning Blog

JUNE 20, 2024

It allows LLMs to reference authoritative knowledge bases or internal repositories before generating responses, producing output tailored to specific domains or contexts while providing relevance, accuracy, and efficiency. Generation is the process of generating the final response from the LLM.

Auto-classification 126

Auto-classification LLM Prompt Engineering Prompt Engineer 126

AWS Machine Learning Blog

DECEMBER 5, 2023

The insurance provider receives payout claims from the beneficiary’s attorney for different insurance types, such as home, auto, and life insurance. This post illustrates how you can automate and simplify metadata generation using custom models by Amazon Comprehend. The following diagram outlines the proposed solution architecture.

Metadata 115

Metadata Auto-classification Auto-complete Content Enrichment 115

AWS Machine Learning Blog

SEPTEMBER 11, 2023

It’s an auto-regressive language model that uses an optimized transformer architecture. In SageMaker Studio, you can access SageMaker JumpStart, which contains pre-trained models, notebooks, and prebuilt solutions, under Prebuilt and automated solutions. It was trained on 3.5 Input System: You are a helpful trip planner.

Machine Learning 121

Machine Learning LLM Auto-complete ML 121

The MLOps Blog

JUNE 27, 2023

This includes features for hyperparameter tuning, automated model selection, and visualization of model metrics. Automated pipelining and workflow orchestration: Platforms should provide tools for automated pipelining and workflow orchestration, enabling you to define and manage complex ML pipelines.

Machine Learning 134

Machine Learning Metadata Data Scientist Data Quality 134

AWS Machine Learning Blog

MARCH 6, 2023

LLMs’ generative abilities make them popular for text synthesis, summarization, machine translation, and more. The size of an LLM and its training data is a double-edged sword: it brings modeling quality, but entails infrastructure challenges. In the past few years, numerous customers have been using the AWS Cloud for LLM training.

Large Language Models 91

Large Language Models LLM Machine Learning ML 91