AssemblyAI

MARCH 1, 2024

Model Added : Use Anthropic's Claude 2.1 Read more on Twilio's  blog. How to Index Podcasts with Keywords like on Huberman's Website : Learn to build an application that indexes podcast episodes based on keywords using Speech-to-Text.   to  LeMUR. Anthropic Claude 2.1

Neural Network 147

Neural Network Large Language Models Python LLM 147

Analytics Vidhya

MARCH 29, 2023

It’s suitable for high-performance, real-time applications that are in need of low-latency data access. Strings, lists, sets, geospatial indexes, and hyperloglogs are some of the data types supported by Redis in python. Introduction Redis is a popular in-memory database that may be a cache, database, or message broker.

Python 254

Python 254

IBM Journey to AI blog

AUGUST 17, 2023

As the tournament’s official digital innovation partner, IBM has helped the US Open attract and engage viewers for more than three decades. This year, the USTA is using watsonx , IBM’s new AI and data platform for business. For example, the IBM Power Index is a measure of momentum that melds performance and punditry.

Generative AI 227

Generative AI Metadata AI AI 227

Marktechpost

MAY 25, 2024

Foundation models are central to AI’s influence on the economy and society. The Foundation Model Transparency Index (FMTI) introduced in 2023 evaluates transparency across 10 major developers (e.g. By analyzing developer disclosures, the Index helps stakeholders make informed decisions. The initial FMTI v1.0 of FMTI v1.1

OpenAI 77

OpenAI ML Large Language Models AI 77

AssemblyAI

FEBRUARY 1, 2024

Join Us On Discord Ask Questions About Your Audio With LLMs LLMs make it possible to answer questions about your text data, and  AssemblyAI's LeMUR  makes it easy to apply LLMs to audio and video data. Hey 👋, this weekly update contains the latest info on our new product features, tutorials, and our community.

Large Language Models 173

Large Language Models Python Generative AI LLM 173

AssemblyAI

FEBRUARY 23, 2024

Read more on Twilio's  blog. How to Index Podcasts with Keywords like on Huberman's Website : Learn to build an application that indexes podcast episodes based on keywords using Speech-to-Text.

Neural Network 147

Neural Network Python Generative AI AI Modeling 147

AssemblyAI

SEPTEMBER 4, 2023

Data compression plays a pivotal role in today’s digital world, facilitating efficient storage and transmission of information. Let’s now take an overview of how quantization works. At its core, it's an end-to-end neural network-based approach. The EnCodec architecture ( source ).

Neural Network 323

Neural Network Algorithm Deep Learning Large Language Models 323

AI News

JANUARY 15, 2024

In a new analysis, IMF economists examined AI’s potential impact on the global labour market. However, many emerging markets lack the infrastructure and skills to harness AI’s benefits. While many studies foresee jobs being automated by AI, the technology will often complement human work instead.

Big Data 314

Big Data AI AI Automation 314

Marktechpost

APRIL 9, 2024

Both offer unique approaches to enhancing the performance and functionality of large language models (LLMs), but they cater to the developer community’s slightly different needs and preferences. Document Indexing: Enhances the quality and performance of data used with LLMs, facilitating efficient data retrieval.

Artificial Intelligence 101

Artificial Intelligence Artificial Intelligence Large Language Models LLM 101

Towards AI

FEBRUARY 7, 2024

Author(s): Ransaka Ravihara Originally published on Towards AI. Before thinking about the final architecture, let's slice down our requirements. Once these models are completed, all text/image vectors are pre-calculated and stored as an FAISS index for later similarity search. Here, I will use the dataset below (Apache 2.0

Auto-complete 97

Auto-complete Artificial Intelligence Artificial Intelligence Explainability 97

IBM Journey to AI blog

OCTOBER 3, 2023

According to a recent study by IBM Security, the 2023 X-Force Threat Intelligence Index established the retail and wholesale industry as the fifth-most targeted industry in 2022, with cybercriminals increasingly looking to exploit the trove of data gathered from the billions of transactions sellers process online.

Automation 201

Automation AI AI AI Automation 201

AssemblyAI

FEBRUARY 9, 2024

Here's what's new:   Temporary Authentication Support for Real-Time:  We've introduced temporary authentication support for Real-Time transcription.

Neural Network 147

Neural Network Python Large Language Models Chatbots 147

AssemblyAI

JANUARY 5, 2024

Integrate spoken audio data into LangChain applications using AssemblyAI's integration in both  Python  and  TypeScript. LlamaIndex Integration : With LlamaIndex, you can easily store and index your data, and then use them with LLMs to build applications.

Large Language Models 147

Large Language Models Explainability Python Visual AI 147

Analytics Vidhya

JANUARY 28, 2022

link] Index 1) Introduction 2) Installation 3) Writing code with Scala What is Scala? The post A Beginner’s Introduction to starting out with Scala appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon. It is used by tech giants like Netflix, Twitter, and […].

Data Science 227

Data Science 227

Flipboard

APRIL 8, 2023

For those of you as eager to pour through the entire 2023 Artificial Intelligence Index Report as I was, you can dive in here. The AI Index Report indicated that nondefense U.S. s In 2021 (that’s the latest numbers available), 65.4 s went to industry, compared with 28.2 The reason isn’t clear. percent from 2021.

Large Language Models 181

Large Language Models Machine Learning AI AI 181

AssemblyAI

FEBRUARY 16, 2024

  Here's a code example of how to use PII-redaction and Entity Detection on French audio in Python: import assemblyai as aai aai.settings.api_key = "YOUR_API_KEY" audio_url = "[link] config = aai.TranscriptionConfig(language_code="fr", entity_detection=True).set_redact_pii(

Neural Network 147

Neural Network Python Categorization Generative AI 147

Marktechpost

JANUARY 20, 2024

Prioritizing the development of effective strategies is imperative to leverage data’s full potential and drive real-world impact. Traditional database management systems falter under the sheer volume and intricacy of modern datasets, highlighting the need for innovative data indexing, searching, and clustering approaches.

Machine Learning 105

Machine Learning Data Mining Data Science Algorithm 105

AssemblyAI

OCTOBER 9, 2023

Build vector store index and query engine docs[0].metadata metadata = {} index = VectorStoreIndex.from_documents(docs) query_engine = index.as_query_engine() response = query_engine.query("What is a runner's knee?") ") print(response) # Runner's knee is a condition characterized by pain behind.

Python 130

Python Metadata Large Language Models Generative AI 130

Towards AI

NOVEMBER 4, 2023

Last Updated on November 5, 2023 by Editorial Team Author(s): Muttineni Sai Rohith Originally published on Towards AI. Let's learn how to do Backtracking in Python by going through a few examples: 1. Backtracking is an algorithm used to search for all possible solutions to a problem.

Python 100

Python Algorithm AI AI 100

Marktechpost

APRIL 18, 2024

Extensibility and Integration Cognita is a versatile platform for continuous innovation that supports open-source embeddings and reranking from mixedbread-ai, advanced language models like Ollama, and incremental indexing. Supports advanced features like similarity search, query decomposition, document reranking, and incremental indexing.

Artificial Intelligence 112

Artificial Intelligence Artificial Intelligence LLM Automation 112

Marktechpost

MARCH 6, 2024

Forecasting multivariate time series is a cornerstone for countless applications, ranging from weather prediction to energy consumption management in today’s data-driven world. PDETime’s methodology is characterized by its unique treatment of multivariate time series as entities regularly sampled from a continuous space.

Machine Learning 120

Machine Learning Deep Learning ML AI 120

Marktechpost

APRIL 21, 2024

It includes features like automatic machine learning indexing. It’s highly scalable and supports machine-learned model inference. Vald offers automatic indexing and backup features. Pros: Kubernetes native, automatic indexing, resilient design. Pros: Kubernetes native, automatic indexing, resilient design.

Deep Learning 98

Deep Learning Machine Learning Big Data Python 98

AssemblyAI

FEBRUARY 28, 2024

Before we jump into Speech AI models, let’s first look more closely at what AI video editing is. Adding captions to videos for better accessibility and compliance, as well as enhanced searchability, indexing, and discovery. What is AI video editing? What is AI video editing? LLMs are useful here as well.

Large Language Models 147

Large Language Models AI AI AI Modeling 147

Marktechpost

JANUARY 18, 2024

Out-of-Distribution (OOD) Track: It evaluates performance in cross-modal search scenarios where queries come from a distribution different from the indexed vectors. Pinecone’s methods showed an outstanding performance in all four tracks, achieving up to twice the performance of the next best entry. Pinecone’s Algorithm 1.

Algorithm 74

Algorithm Metadata Artificial Intelligence Artificial Intelligence 74

Marktechpost

JANUARY 4, 2024

Many existing systems cannot efficiently handle distributed indexing across multiple nodes, making them vulnerable to performance issues and instability. Vald stands out by offering distributed indexing across nodes, enhancing performance and stability. Metrics associated with Vald showcase its impressive capabilities.

Artificial Intelligence 89

Artificial Intelligence Artificial Intelligence AI AI 89

Flipboard

OCTOBER 5, 2023

According to Fiverr's Business Trend Index, the AI and short-form video job markets are booming. Here's how you can cash in on the trends.

AI 99

AI AI Artificial Intelligence Artificial Intelligence 99

Unite.AI

MARCH 29, 2024

To measure the success of their data culture efforts, Mercado Livre developed a “Data Driven Index” that tracks user engagement with data tools. This index provides a quantitative measure of how well employees are adopting and leveraging data in their daily work.

AI Tools 147

AI Tools Machine Learning ETL AI 147

Flipboard

AUGUST 24, 2023

How to Use ChatGPT to Convert Text into a PowerPoint Presentation • 5 Ways You Can Use ChatGPT’s Code Interpreter For Data Science • Forget ChatGPT, This New AI Assistant Is Leagues Ahead and Will Change the Way You Work Forever • Python Vector Databases and Vector Indexes: Architecting LLM Apps • 3 Ways to Access GPT-4 for Free

ChatGPT 123

ChatGPT LLM Data Science Python 123

Marktechpost

MAY 1, 2024

The model defines and auto completes the function’s body when the prompt comprises a docstring and a Python function header. It is then projected onto the language model (LM) head, consisting of the model’s final normalization and linear layers. At this level, the anticipated token is associated with the generated index.

Large Language Models 123

Large Language Models Auto-complete LLM Deep Learning 123

Towards AI

FEBRUARY 28, 2024

Author(s): John Loewen, PhD Originally published on Towards AI. Super quick charts and maps from the Global Peace Index CSV With data analysis, one of the most challenging things to do is to transform raw numbers into meaningful stories. Next, we can initiate GPT-4’s instant data analysis feature.

Data Analysis 76

Data Analysis AI AI Machine Learning 76

AI News

JUNE 22, 2023

IBM and the All England Lawn Tennis Club have announced new AI-powered features for the Wimbledon digital fan experience that will debut at this year’s Championships. This introduction marks a step towards making commentary available for matches outside of Wimbledon’s Show Courts, which already have live human commentary.

Big Data 275

Big Data Data Platform AI AI 275

AssemblyAI

MAY 8, 2024

Here's a quick guide to help you decide when to use each tier: Best tier (Default for customers): The Best tier is our most accurate and advanced Speech-to-Text offering and is the default tier for customers. Our Best tier houses our most powerful Speech AI models, including Universal-1’s cutting-edge accuracy and capabilities.

Large Language Models 147

Large Language Models AI Modeling AI AI 147

IBM Journey to AI blog

APRIL 12, 2024

This process calculates the health index and the effective age based on the asset’s specific degradation curves. For existing assets, a more accurate bottom-up risk approach is available from the continuous health monitoring process.

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207

Marktechpost

APRIL 20, 2024

This often resulted in missed nearest neighbors, particularly in scenarios where the query’s similarity to the cluster center did not accurately represent its similarity to individual vectors within the cluster. ScaNN with SOAR has querying throughputs that are several times higher than similar libraries with similar indexing times.

Algorithm 90

Algorithm Machine Learning AI AI 90

Towards AI

AUGUST 5, 2023

Last Updated on August 7, 2023 by Editorial Team Author(s): Egor Howell Originally published on Towards AI. How the Gini index from economics is now a crucial concept for machine learning This member-only story is on us. In this post, I want to dive into the details of the Gini index and its origins.

Machine Learning 82

Machine Learning Data Science AI AI 82

AI News

AUGUST 8, 2023

Web crawlers – also referred to as web spiders – play a pivotal role in indexing content across the vast expanse of the internet. OpenAI’s announcement follows closely on the heels of the company’s submission of a trademark application for “GPT-5,” which is anticipated to succeed the current GPT-4 model.

OpenAI 203

OpenAI Big Data ChatGPT LLM 203

Marktechpost

MAY 6, 2024

GTX also incorporates a delta-chain index to support efficient edge lookups and manage concurrency control at the delta-chain level. GTX’s architecture revolves around a latch-free adjacency list-based graph store and a transaction manager with a concurrency control protocol. This increases overall throughput.

Neural Network 82

Neural Network ML AI AI 82