Marktechpost

SEPTEMBER 17, 2024

Poor documentation and outdated code make it difficult for other researchers to run the experiments as intended. Unlike other tools focusing on popular and well-maintained repositories, SUPER emphasizes real-world challenges researchers face using lower-profile repositories that are not always well-documented.

Auto-complete 115

Auto-complete AI Researcher AI Research Automation 115

Unite.AI

OCTOBER 9, 2024

As these documents remain crucial for showcasing personality and fit, AI-powered generators are emerging as valuable tools. The platform's advanced customization options for fonts, colors, and layouts enable users to create visually distinct documents that align with their personal brand.

Auto-complete 298

Auto-complete AI AI Algorithm 298

Marktechpost

MARCH 14, 2024

Tabnine Although Tabnine is not an end-to-end code generator, it amps up the integrated development environment’s (IDE) auto-completion capability. Jacob Jackson created Tabnine in Rust when he was a student at the University of Waterloo, and it has now grown into a complete AI-based code completion tool.

Artificial Intelligence 123

Artificial Intelligence Artificial Intelligence AI Tools Auto-complete 123

Marktechpost

NOVEMBER 7, 2023

It will be necessary to expand the capabilities of current code completion tools—which are presently utilized by millions of programmers—to address the issue of library learning to solve this multi-objective optimization. Al) Using a dual-system search methodology, LILO creates programs from task descriptions written in plain language.

Auto-complete 128

Auto-complete LLM Software Development Deep Learning 128

AssemblyAI

SEPTEMBER 29, 2023

Using Automatic Speech Recognition (also known as speech to text AI , speech AI, or ASR), companies can efficiently transcribe speech to text at scale, completing what used to be a laborious process in a fraction of the time. It would take weeks to filter and categorize all of the information to identify common issues or patterns.

Categorization 264

Categorization Auto-complete AI Modeling Large Language Models 264

IBM Journey to AI blog

NOVEMBER 24, 2023

Modernization teams perform their code analysis and go through several documents (mostly dated); this is where their reliance on code analysis tools becomes important. The accelerator generated UI for desired channel that could be integrated to the APIs, unit test cases and test data and design documentation.

Generative AI 305

Generative AI Auto-complete DevOps Automation 305

Flipboard

NOVEMBER 20, 2023

A typical RAG solution for knowledge retrieval from documents uses an embeddings model to convert the data from the data sources to embeddings and stores these embeddings in a vector database. When a user asks a question, it searches the vector database and retrieves documents that are most similar to the user’s query.

Auto-complete 167

Auto-complete LLM Machine Learning Natural Language Processing 167

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?

Auto-complete 98

Auto-complete Python OpenAI Automation 98

AWS Machine Learning Blog

NOVEMBER 15, 2024

This significant improvement showcases how the fine-tuning process can equip these powerful multimodal AI systems with specialized skills for excelling at understanding and answering natural language questions about complex, document-based visual information. For a detailed walkthrough on fine-tuning the Meta Llama 3.2

Auto-complete 96

Auto-complete ML Python AI Modeling 96

Unite.AI

MAY 29, 2024

This technique is applied to both input and output embeddings, aiding in identifying keys and their corresponding values within a document. The combination of attention mechanisms and positional encodings is vital for a large language model's capability to recognize a structure as tabular, considering its content, spacing, and text markers.

Data Extraction 273

Data Extraction Neural Network Large Language Models NLP 273

AWS Machine Learning Blog

AUGUST 22, 2024

It streamlines document review for anyone needing to identify medical information within records, including bodily injury claims adjusters and managers, nurse reviewers and physicians, administrative staff, and legal professionals. These medical records are mostly unstructured documents, often containing multiple dates of service.

Generative AI 101

Generative AI Auto-complete Software Development Automation 101

IBM Journey to AI blog

SEPTEMBER 19, 2023

Auto-generated code suggestions can increase developers’ productivity and optimize their workflow by providing straightforward answers, handling routine coding tasks, reducing the need to context switch and conserving mental energy. It includes code formatting, language detection and documentation.

Auto-complete 247

Auto-complete Generative AI Artificial Intelligence Neural Network 247

AssemblyAI

JULY 24, 2023

AI subtitle generator applies an AI model to auto-generate subtitles. Veed’s auto subtitle generator automatically generates closed captions and adds them to videos in minutes, and can detect over 100 different languages and accents. Users can unlock unlimited auto-subtitling minutes for $16 per member per month.

Auto-complete 130

Auto-complete AI AI AI Tools 130

AWS Machine Learning Blog

NOVEMBER 20, 2024

The data ingestion workflow creates semantic embeddings for documents and questions, storing document embeddings in a vector database. By comparing vector similarity to the question embedding, the text generation workflow selects the most relevant document chunks to enhance the prompt. Anthropic’s Claude Sonnet 3.5

Automation 102

Automation Data Ingestion Auto-complete Software Engineer 102

AWS Machine Learning Blog

MARCH 28, 2024

If you’re implementing complex RAG applications into your daily tasks, you may encounter common challenges with your RAG systems such as inaccurate retrieval, increasing size and complexity of documents, and overflow of context, which can significantly impact the quality and reliability of generated answers.

LLM 126

LLM Auto-complete Auto-classification Generative AI 126

Robot Writers AI

OCTOBER 15, 2023

The Software Industry Re-Tools With AI Writers are King When It Comes to Getting the Most From the New Apps Responding to a new hunger for AI, some of the biggest titans in software — including Microsoft, Google and Salesforce — are coming out with new versions of their software suites that will be completely reworked by AI.

Auto-complete 52

Auto-complete AI AI ChatGPT 52

AWS Machine Learning Blog

DECEMBER 5, 2023

Enterprises may want to add custom metadata like document types (W-2 forms or paystubs), various entity types such as names, organization, and address, in addition to the standard metadata like file type, date created, or size to extend the intelligent search while ingesting the documents.

Metadata 115

Metadata Auto-classification Auto-complete Content Enrichment 115

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.

Auto-complete 98

Auto-complete ChatGPT AI AI 98

Marktechpost

APRIL 16, 2024

The framework is widely used in building chatbots, retrieval-augmented generation, and document summarization apps. The book covers topics like Auto-SQL, NER, RAG, Autonomous AI agents, and others. LangChain Handbook This book is a complete guide to integrating and implementing LLMs using the LangChain framework.

Auto-complete 105

Auto-complete Large Language Models Prompt Engineer Prompt Engineering 105

Marktechpost

JULY 11, 2023

Tabnine Although Tabnine is not an end-to-end code generator, it amps up the integrated development environment’s (IDE) auto-completion capability. Jacob Jackson created Tabnine in Rust when he was a student at the University of Waterloo, and it has now grown into a complete AI-based code completion tool.

Artificial Intelligence 97

Artificial Intelligence Artificial Intelligence AI Tools Auto-complete 97

Unite.AI

SEPTEMBER 10, 2023

Rossum Rossum has revolutionized document processing with its AI-driven approach. Rather than just scanning, its system intelligently reads and comprehends documents, mimicking human cognition. Adjusting to varying document styles, it efficiently extracts text from scanned images, transforming them into actionable business data.

Data Extraction 306

Data Extraction ETL Automation Auto-complete 306

Robot Writers AI

NOVEMBER 10, 2024

” Unfortunately, that completely juvenile, “I”m-to-cool-to-give-a-damn?” Should we really allow a product to stay on the market, even in experimental form, that auto-generates fictional interpretations of text documents — without an accompanying warning label?

Auto-complete 52

Auto-complete Robotics OpenAI ChatGPT 52

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. Select the S3 bucket where you uploaded the Amazon shareholder documents and choose Choose.

Auto-complete 116

Auto-complete Chatbots Generative AI Software Development 116

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-complete 64

Auto-complete Automation AI AI 64

AWS Machine Learning Blog

OCTOBER 23, 2024

For instance, when developing a medical search engine, obtaining a large dataset of real user queries and relevant documents is often infeasible due to privacy concerns surrounding personal health information. These PDFs will serve as the source for generating document chunks. Choose Create domain.

Auto-complete 73

Auto-complete Auto-classification Generative AI Artificial Intelligence 73

AWS Machine Learning Blog

JUNE 7, 2023

Canvas now supports updating datasets automatically and manually enabling you to use the latest version of the tabular, image, and document dataset for training ML models. 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. Ensure all the predict*.csv

ML 71

ML Auto-complete Automation Categorization 71

Marktechpost

OCTOBER 18, 2023

Large language models (LLMs) such as ChatGPT and Llama have garnered substantial attention due to their exceptional natural language processing capabilities, enabling various applications ranging from text generation to code completion.

Artificial Intelligence 122

Artificial Intelligence Artificial Intelligence LLM AI Researcher 122

Robot Writers AI

JULY 14, 2024

Copyright Office on the Web, whose history domain documents that the first copyright law was enacted in the U.S. Many Gmail users already have access to new generative AI from Google, which they can use for auto-writing text, summarizing an email thread, searching through their inbox using AI — and more. That’s news to me.

Auto-complete 52

Auto-complete Robotics Automation ChatGPT 52

Robot Writers AI

JULY 12, 2024

Copyright Office on the Web, whose history domain documents that the first copyright law was enacted in the U.S. Many Gmail users already have access to new generative AI from Google, which they can use for auto-writing text, summarizing an email thread, searching through their inbox using AI — and more. That’s news to me.

Auto-complete 52

Auto-complete Robotics Automation ChatGPT 52

Flipboard

JUNE 13, 2023

The auto-complete and auto-suggestions in Visual Studio Code are pretty good, too, without being annoying. I think AI tools would be of real use for engineering in two areas: documentation and brainstorming. Documentation and comments in code get out of date so easily or they are useless.

Generative AI 181

Generative AI Auto-complete Software Engineer AI 181

Marktechpost

MAY 3, 2024

From completing entire lines of code and functions to writing comments and aiding in debugging and security checks, Copilot serves as an invaluable tool for developers. Mintlify Mintlify is a time-saving tool that auto-generates code documentation directly in your favorite code editor.

Artificial Intelligence 116

Artificial Intelligence Artificial Intelligence AI Tools Auto-complete 116

AWS Machine Learning Blog

MARCH 15, 2024

EKS Blueprints helps compose complete EKS clusters that are fully bootstrapped with the operational software that is needed to deploy and operate workloads. Trigger federated training To run federated training, complete the following steps: On the FedML UI, choose Project List in the navigation pane. Choose New Application.

Auto-complete 113

Auto-complete Auto-classification Machine Learning ML 113

Marktechpost

NOVEMBER 26, 2024

A Better DiT: Next in the framework, the authors use a vanilla self-attention mechanism with linear attention blocks in DiT (Document Image Transformer) to decrease the complexity from O(N2) to O(N). Multi-Caption Auto-labelling and CLIP-Score-based Caption Sampler: Authors used 4 Vision Language Models to label each training image.

Auto-complete 77

Auto-complete Large Language Models LLM ML 77

IBM Journey to AI blog

JANUARY 26, 2024

High cost of equipment maintenance : Due to the many auto parts, maintenance personnel need to master a more comprehensive failure analysis and diagnosis capabilities, resulting in a lot of investment in manpower, material and financial resources.

Auto-complete 229

Auto-complete Data Integration Automation AI 229

Marktechpost

DECEMBER 4, 2023

From completing entire lines of code and functions to writing comments and aiding in debugging and security checks, Copilot serves as an invaluable tool for developers. Mintlify Mintlify is a time-saving tool that auto-generates code documentation directly in your favorite code editor.

AI Tools 134

AI Tools Auto-complete Artificial Intelligence Artificial Intelligence 134

AWS Machine Learning Blog

APRIL 19, 2024

We use Amazon EKS and were looking for the best solution to auto scale our worker nodes. Solution overview In this section, we present a generic architecture that is similar to the one we use for our own workloads, which allows elastic deployment of models using efficient auto scaling based on custom metrics.

Auto-complete 116

Auto-complete Metadata AI AI 116

Marktechpost

AUGUST 18, 2024

Breaking down documents into chunks, embedding those chunks, storing the embeddings, and then finding the closest match and adding it to the query context when receiving a query is a seemingly straightforward process. To make sure the knowledge base is as precise and complete as feasible, duplicates should also be removed.

Auto-complete 59

Auto-complete Natural Language Processing LLM NLP 59