Artificial Intelligence Zone

Retrieval Augmented Generation on audio data with LangChain

AssemblyAI

SEPTEMBER 26, 2023

Setting up the virtual environment In a terminal, create a directory for this project and navigate into it: mkdir ragaudio && cd ragaudio Now, enter the following command to create a virtual environment called venv python -m venv venv Next, activate the environment. from the project directory with your virtual environment activated.

LLM

LLM Metadata Python OpenAI

How to Create VTT Files for Videos in Python

AssemblyAI

DECEMBER 15, 2023

VTT files make it possible to add subtitles to video content after it is produced. Then, navigate to your project directory in your terminal and create a new virtual environment: # Mac/Linux: python3 -m venv venv. Navigate to the project directory in a terminal and run the `main.py` file with the following command: python main.py

Python

Python AI Modeling AI AI

How to Create SRT Files for Videos in Python

AssemblyAI

DECEMBER 14, 2023

SRT files make it possible to add subtitles to video content after it is produced. Then, navigate to your project directory in your terminal and create a new virtual environment: # Mac/Linux: python3 -m venv venv. Navigate to the project directory in a terminal and run the main.py Entries are separated by a blank line.

Python

Python AI Modeling AI AI

Webinars

Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Understanding User Needs and Satisfying Them

How To Get Promoted In Product Management

MORE WEBINARS

Extract phone call insights with LLMs in Python

AssemblyAI

NOVEMBER 30, 2023

Setting Up Your Environment First, create a directory for the project and navigate into it. Just a few of them are: lead intelligence conversational data analysis sales coaching To learn more about potential use cases for extracting call insights, you can check out this blog.

Python

Python LLM Data Analysis Chatbots

Automatically determine video sections with AI using Python

AssemblyAI

NOVEMBER 7, 2023

Getting started First, create a project directory and navigate into it. Mac/Linux: export ASSEMBLYAI_API_KEY=<YOUR_KEY> # Windows: set ASSEMBLYAI_API_KEY=<YOUR_KEY> Transcribing the meeting In your project directory, create a file called main.py. You can find all of the code for this tutorial in this repository.

Python

Python AI AI LLM

Python Speech-to-Text with Punctuation, Casing, and Formatting

AssemblyAI

MAY 25, 2023

or greater An AssemblyAI API key , which can be copied from the AssemblyAI dashboard All code in this blog post is available open source under the MIT license on GitHub under the transcribe-english-punctuation directory of the assemblyai-examples Git repository. Navigate to the project directory in a terminal and run the transcribe.py

Python

Python ML Machine Learning AI

AI Decoded: Demystifying Large Language Models, the Brains Behind Chatbots

NVIDIA

MARCH 13, 2024

They’re made possible thanks to large language models , deep learning algorithms pretrained on massive datasets — as expansive as the internet itself — that can recognize, summarize, translate, predict and generate text and other forms of content. These multimodal LLMs can recognize and generate images, audio, videos and other content forms.

Large Language Models

Large Language Models Chatbots LLM AI

Announcing the updated Microsoft SharePoint connector (V2.0) for Amazon Kendra

AWS Machine Learning Blog

MAY 18, 2023

Amazon Kendra offers a suite of data source connectors to simplify the process of ingesting and indexing your content, wherever it resides. In this new version (V2.0), we have added support for SharePoint Subscription Edition and multiple authentication and sync modes to index contents based on new, modified, or deleted contents.

IDP

IDP ML Metadata Categorization

[Latest] Create your first web app using Flask

Mlearning.ai

MAY 23, 2023

Hey guys in today’s blog we will see how you can create your first web app using Flask in Python. This is going to be a very interesting blog, so without any further due, let’s do it… Are you interested in creating your own web application but unsure where to start? Inside the templates directory, create a new file named index.html.

Python

Python Machine Learning Deep Learning NLP

Getting Started with OpenAI: The Lingua Franca of AI

Towards AI

APRIL 4, 2024

In this blog, I’ll provide a step-by-step guide for any developer trying to get hand-on with GPT3.5/GPT4 Yarnit U+007C Generative AI platform for personalized content creation Discover the power of Yarnit.app, the generative AI driven digital content creation platform. GPT4 to generate text for their applications.

OpenAI

OpenAI Large Language Models Python Generative AI

Automatically redact PII from audio and video with Python

AssemblyAI

MARCH 18, 2024

Step 1: Set up environment First, create a project directory and navigate into it. Alternatively, feel free to check out our blog or YouTube channel for educational content on AI and Machine Learning , like this video on how to build an AI voice bot with Python: Let’s get started!

Python

Python Machine Learning AI Modeling AI

Building a Dataset for Triplet Loss with Keras and TensorFlow

Flipboard

FEBRUARY 13, 2023

Table of Contents Building a Dataset for Triplet Loss with Keras and TensorFlow Labeled Faces in the Wild Dataset Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure We first need to review our project directory structure. The crop_faces.py We open our dataset.py

Computer Vision

Computer Vision Deep Learning Neural Network Auto-complete

How to build an interactive lecture summarization app

AssemblyAI

AUGUST 31, 2023

The app will also allow you to ask questions about the course material to get specific answers tailored to the lecture content. in a terminal from the project directory. In this tutorial, we’ll learn how to build an app that automatically summarizes lecture recordings.

Python

Python Large Language Models Generative AI AI

A Complete Guide for Creating an AI Assistant for Summarizing YouTube Videos — Part 1

Towards AI

OCTOBER 25, 2023

This article is the first in a series of three blog posts explaining step-by-step how I built an AI assistant to summarize YouTube videos. This intelligent companion reviews video content and efficiently summarizes its main ideas and arguments, ultimately saving me both time and sanity!

Large Language Models

Large Language Models AI AI OpenAI

135 chatgpt prompts to write corporate communications

Ofemwire

OCTOBER 8, 2023

Write a blog post highlighting the company’s recent achievements and milestones. Create content for an internal newsletter featuring employee spotlights. Create content for a webinar on industry trends. Develop content for an employee handbook update, focusing on new policies.

ChatGPT

ChatGPT Continuous Learning Explainability AI

Leverage Phi-3: Exploring RAG based QnA with Microsoft’s Phi-3

Pragnakalp

APRIL 29, 2024

Phi-3’s advanced capabilities are particularly beneficial for tasks such as document summarization, market research analysis, content generation, and leveraging the RAG (Retrieval Augmented Generation) framework for question answering. Step 3: Load and process the PDF data For this blog, we will use a PDF file to perform the QnA on it.

Deep Learning

Deep Learning Big Data LLM Data Science

Introducing spaCy v3.6

Explosion

JULY 6, 2023

See our Spancat blog post for a more detailed introduction to the span finder design. Release notes : Detailed overview spaCy models directory : Download trained pipelines spaCy universe : Projects, plugins and extensions spaCy project templates : End-to-end NLP workflows Video tutorials : More in-depth spaCy content on YouTube

Natural Language Processing

Natural Language Processing NLP

Django Tutorial: A Comprehensive Guide to use Django’s Authentication System

Pragnakalp

JANUARY 22, 2024

In this blog article, we will take an overview of Django’s authentication system, and how we can use that for user registration and login. django-admin startproject django_auth_demo Now run the below command to change the project directory and create a new Django app within the project directory. users/views.py python manage.py

Python

Python NLP Chatbots AI

Fine-tuning YOLOv8 for Image Segmentation

Heartbeat

JULY 20, 2023

It enables CV models to understand the content of an image on a detailed level and perform relevant actions based on the segmented regions. unzip yolov8-finetuning-dataset-ducks -d /content/Data !cp cp /content/Data/config.yaml /content/config.yaml To run experiments with comet_ml we need an API key. txt’ format.

Computer Vision

Computer Vision Machine Learning Deep Learning Algorithm

Compute without Constraints: Serverless GPU + LLM = Endless Possibilities

Artificial Corner

AUGUST 29, 2023

the Twitter Story Creator App — image byt the author The project I have in mind I wanted to create an app that generates a twitter post with creative and original content, and at the same time take my pictures to another level. Here the content of the file… don’t freak out, we will go through the code ?. for AI image generation.

LLM

LLM Python Large Language Models Auto-complete

Build an end-to-end MLOps pipeline for visual quality inspection at the edge – Part 3

AWS Machine Learning Blog

OCTOBER 2, 2023

For our setup, we simulate this image input by uploading a preset of images into a specific directory on the edge device. Instead of taking images from a camera live stream, we simulate this by loading prepared images from a specific directory and preparing the image data according to the model input requirements.

Automation

Automation DevOps ML Machine Learning

Accenture creates a Knowledge Assist solution using generative AI services on AWS

AWS Machine Learning Blog

SEPTEMBER 28, 2023

At the same time, the unstructured nature of much of this content makes it time consuming to find answers using traditional search. By using AWS generative AI services, the team has developed a system that can ingest and comprehend massive amounts of unstructured enterprise content.

Generative AI

Generative AI Large Language Models Artificial Intelligence Artificial Intelligence

Create high-quality datasets with Amazon SageMaker Ground Truth and FiftyOne

AWS Machine Learning Blog

MAY 5, 2023

After you’ve unzipped them both, create a parent directory fashion200k, and move the labels and women folders into this. Despite the “200K” in its moniker, the women directory we extracted contains 338,339 images. Within the subcategory directories, there is a subdirectory for each product listing.

Metadata

Metadata Computer Vision Machine Learning Data Scientist

Accenture creates a regulatory document authoring solution using AWS generative AI services

AWS Machine Learning Blog

FEBRUARY 6, 2024

Solution overview Accenture built an AI-based solution that automatically generates a CTD document in the required format, along with the flexibility for users to review and edit the generated content. Amazon Cognito provides a local user pool or can be federated with the user’s active directory.

Generative AI

Generative AI Large Language Models AI AI

Search for answers accurately using Amazon Kendra S3 Connector with VPC support

AWS Machine Learning Blog

MARCH 2, 2023

Using Amazon Kendra connectors enables you to synchronize data from multiple content repositories with your Amazon Kendra index. The post also demonstrates how to configure your connector for Amazon S3 and configure how your index syncs with your data source when your data source content changes. Basic knowledge of AWS.

Metadata

Metadata Machine Learning Software Engineer Algorithm

Deploy pre-trained models on AWS Wavelength with 5G edge using Amazon SageMaker JumpStart

AWS Machine Learning Blog

APRIL 7, 2023

To learn more, you can visit this guide on the AWS Containers Blog or Verizon’s 5GEdgeTutorials repository for one such example. cpu s3://jumpstart-cache-prod-us-east-1/source-directory-tarballs/tensorflow/inference/tc/v2.0.0/sourcedir.tar.gz To do so, deploy an Amazon EKS cluster with an AWS Wavelength node group. Run the train_model.py

BERT

BERT Metadata Natural Language Processing ML

Retrieval Augmented Generation (RAG) tutorial using VertexAI Gen AI and Langchain

Pragnakalp

OCTOBER 30, 2023

In this blog, we’re about to embark on an exciting journey. For this blog, we have used a research paper in PDF format to perform Question and Answer (QnA) tasks. You can download the PDF, place it in your current working directory and give its path to the variable named “pdf_link”.

LLM

LLM Big Data AI AI

Use machine learning to detect anomalies and predict downtime with Amazon Timestream and Amazon Lookout for Equipment

AWS Machine Learning Blog

DECEMBER 29, 2022

For more data-based learning resources, visit the AWS Blog home page. Create another Lambda function with the following code and enter the ARN topic in MY_SYS_ARN : import boto3 import sys import logging import os import datetime import csv import json MY_SNS_TOPIC_ARN = 'MY_SNS_ARN' client = boto3.client('s3') About the author.

Machine Learning

Machine Learning ML Data Scientist Python

Introduction to the World of Financial Reinforcement Learning: Part.2 Train Agents

Mlearning.ai

FEBRUARY 23, 2023

Task Description In the previous blog , we’ve walked through the process of download and preprocess data. This blog gives a detailed demonstration of how to use FinRL to construct the data into a proper OpenAI gym-style envrionment, and then train different DRL algorithms on it. trained_models” or “/content/trained_models”.

OpenAI

OpenAI Algorithm Python ML

Retrieval Augmented Generation (RAG) Tutorial Using Mistral AI And Langchain

Pragnakalp

JANUARY 3, 2024

This blog dives deep into the world of Retrieval Augmented Generation (RAG) and equips you with the tools and knowledge to build your own RAG app using Mistral AI and Langchain. For this blog, we have used a research paper in PDF format to perform Question and Answer (QnA) tasks.

Deep Learning

Deep Learning Algorithm Big Data Computer Scientist

Deploying a Custom Image Classifier on an OAK-D

PyImageSearch

APRIL 3, 2023

Home Table of Contents Deploying a Custom Image Classifier on an OAK-D Introduction Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure We first need to review our project directory structure. script located in the pyimagesearch directory.

Neural Network

Neural Network Computer Vision Deep Learning AI

Transcribe a phone call in real-time using Python with AssemblyAI and Twilio

AssemblyAI

FEBRUARY 15, 2024

Create a file called.env in your project directory, and add the below text: NGROK_AUTHTOKEN=replace-this TWILIO_ACCOUNT_SID=replace-this TWILIO_API_KEY_SID=replace-this TWILIO_API_SECRET=replace-this ASSEMBLYAI_API_KEY=replace-this Make sure to replace replace-this with your specific credential for each line.

Python

Python Chatbots Automation AI

Dockerized Selenium: Integrating Docker for Python Selenium Scripts.

Pragnakalp

JANUARY 25, 2024

Introduction In this blog, get ready for an exciting exploration into the dynamic intersection of selenium and docker, an innovative fusion. Download version 114.0.5735.110 of Chrome from the reference link provided here and add the.deb package to the current working directory. get('src') or images[num].get('data-src')

Python

Python Automation NLP Chatbots

Image Classification Using R, Keras, and Comet ML

Heartbeat

MARCH 6, 2023

Image classification is a computer vision task that allows algorithms to understand an image’s contents and assign one or more categories to the image. comet.yml file in your working directory. This tutorial will focus on building image classifiers from the ground up and monitoring the training process.

ML

ML Neural Network Computer Vision Deep Learning

Build custom code libraries for your Amazon SageMaker Data Wrangler Flows using AWS Code Commit

AWS Machine Learning Blog

MARCH 21, 2023

For more information about available transformation steps and implementation, refer to Transform Data and the Data Wrangler blog. Then, extract the contents of bank.zip and upload bank-full.csv to Amazon S3. The function takes a configuration file as an argument.

Categorization

Categorization Python Automation Machine Learning

Containerization of Machine Learning Applications

Heartbeat

DECEMBER 27, 2023

Machine Learning Model Development Let's initialize the project by creating a directory and setting up a Python virtual environment for storing the various Python dependencies. To commence building our web application, we will exit the ml-dev directory to the containerized-app directory as follows: cd. Flask==2.1.2

Machine Learning

Machine Learning Python ML Categorization

A Deep Dive into Variational Autoencoders with PyTorch

PyImageSearch

OCTOBER 2, 2023

Home Table of Contents A Deep Dive into Variational Autoencoder with PyTorch Introduction Comparison with Convolutional Autoencoder Architecture Latent Space Loss Function Why Does VAE Stand Out? Figure 2: Variational Autoencoder Architecture Diagram (source: image created by the author for the LearnOpenCV Blog ).

Computer Vision

Computer Vision Deep Learning Neural Network Auto-complete

Retrieval Augmented Generation (RAG) Using Azure And Langchain Tutorial

Pragnakalp

FEBRUARY 4, 2024

This index improves our source content through various fields, resulting in more efficient and precise searches. ’ You can find it at the following link: [link] Just download it and place it in your current working directory. The Azure Search service is essential for enhancing our search functionality.

LLM

LLM OpenAI Large Language Models Python

Hosting YOLOv8 PyTorch models on Amazon SageMaker Endpoints

AWS Machine Learning Blog

MARCH 7, 2023

Our last blog post and GitHub repo on hosting a YOLOv5 TensorFlowModel on Amazon SageMaker Endpoints sparked a lot of interest from our readers. The solution consists of the following steps: We have created a GitHub repository with two notebooks 1_DeployEndpoint.ipynb and 2_TestEndpoint.ipynb , under the sm-notebook/ directory.

Computer Vision

Computer Vision Machine Learning Data Scientist Python

Modeling Extremely Large Images with xT

BAIR

MARCH 21, 2024

Please provide this image (and any other images and GIFs) in the blog to the BAIR Blog editors directly. The `static/blog` directory is a location on the blog server which permanently stores the images/GIFs in BAIR Blog posts. The text directly below gets tweets to work. Please adjust according to your post.

Computer Vision

2024 BAIR Graduate Directory

BAIR

MARCH 11, 2024

Please provide this image (and any other images and GIFs) in the blog to the BAIR Blog editors directly. The `static/blog` directory is a location on the blog server which permanently stores the images/GIFs in BAIR Blog posts. The actual text for the post content appears below.

Robotics

Robotics Natural Language Processing Machine Learning Computer Vision

How to use OpenAI Function Calling to create Appointment Booking Chatbot

Pragnakalp

JUNE 27, 2023

In this blog post, we will explore how to create a chatbot using OpenAI’s function calling feature which we will integrate with the Google Calendar API , allowing users to effortlessly book appointments without the need for manual intervention. Make sure you have “credentials.json” file in your working directory.

Chatbots

Chatbots OpenAI ChatGPT Natural Language Processing

Getting Used to Docker for Machine Learning

Flipboard

OCTOBER 9, 2023

In today’s blog, we will look at how we can create and build our own containers with a Dockerfile , followed by the most commonly used Docker commands and the concepts behind them. WORKDIR /app WORKDIR tells Docker the directory that would be considered the main working directory for the application. Let’s get started!

Machine Learning

Machine Learning Computer Vision Deep Learning Python

Ghostbuster: Detecting Text Ghostwritten by Large Language Models

BAIR

NOVEMBER 14, 2023

Please provide this image (and any other images and GIFs) in the blog to the BAIR Blog editors directly. The `static/blog` directory is a location on the blog server which permanently stores the images/GIFs in BAIR Blog posts. The text directly below gets tweets to work. Please adjust according to your post.

Large Language Models

Large Language Models ChatGPT AI AI

Retrieval Augmented Generation on audio data with LangChain

How to Create VTT Files for Videos in Python

Webinars

Trending Sources

How to Create SRT Files for Videos in Python

Webinars

Extract phone call insights with LLMs in Python

Automatically determine video sections with AI using Python

Python Speech-to-Text with Punctuation, Casing, and Formatting

AI Decoded: Demystifying Large Language Models, the Brains Behind Chatbots

Announcing the updated Microsoft SharePoint connector (V2.0) for Amazon Kendra

[Latest] Create your first web app using Flask

Getting Started with OpenAI: The Lingua Franca of AI

Automatically redact PII from audio and video with Python

Building a Dataset for Triplet Loss with Keras and TensorFlow

How to build an interactive lecture summarization app

A Complete Guide for Creating an AI Assistant for Summarizing YouTube Videos — Part 1

135 chatgpt prompts to write corporate communications

Leverage Phi-3: Exploring RAG based QnA with Microsoft’s Phi-3

Introducing spaCy v3.6

Django Tutorial: A Comprehensive Guide to use Django’s Authentication System

Fine-tuning YOLOv8 for Image Segmentation

Compute without Constraints: Serverless GPU + LLM = Endless Possibilities

Build an end-to-end MLOps pipeline for visual quality inspection at the edge – Part 3

Accenture creates a Knowledge Assist solution using generative AI services on AWS

Create high-quality datasets with Amazon SageMaker Ground Truth and FiftyOne

Accenture creates a regulatory document authoring solution using AWS generative AI services

Search for answers accurately using Amazon Kendra S3 Connector with VPC support

Deploy pre-trained models on AWS Wavelength with 5G edge using Amazon SageMaker JumpStart

Retrieval Augmented Generation (RAG) tutorial using VertexAI Gen AI and Langchain

Use machine learning to detect anomalies and predict downtime with Amazon Timestream and Amazon Lookout for Equipment

Introduction to the World of Financial Reinforcement Learning: Part.2 Train Agents

Retrieval Augmented Generation (RAG) Tutorial Using Mistral AI And Langchain

Deploying a Custom Image Classifier on an OAK-D

Transcribe a phone call in real-time using Python with AssemblyAI and Twilio

Dockerized Selenium: Integrating Docker for Python Selenium Scripts.

Image Classification Using R, Keras, and Comet ML

Build custom code libraries for your Amazon SageMaker Data Wrangler Flows using AWS Code Commit

Containerization of Machine Learning Applications

A Deep Dive into Variational Autoencoders with PyTorch

Retrieval Augmented Generation (RAG) Using Azure And Langchain Tutorial

Hosting YOLOv8 PyTorch models on Amazon SageMaker Endpoints

Modeling Extremely Large Images with xT

2024 BAIR Graduate Directory

How to use OpenAI Function Calling to create Appointment Booking Chatbot

Getting Used to Docker for Machine Learning

Ghostbuster: Detecting Text Ghostwritten by Large Language Models

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