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Areas Served: Mastering Sentiment Analysis with Python using the Attention Mechanism
Author(s): The AI Quant Originally published on Towards AI. Businesses across industries now recognize the importance of understanding customer opinions and sentiments. By gauging the sentiment behind product reviews, brand mentions, and service feedback, companies can gain vital insights into customer satisfaction, …
5 Use Cases to Leverage Large Language Models in Customer Service Interactions
Author(s): Sriram Parthasarathy Originally published on Towards AI. Customer service is the lifeblood of any successful business. Excellent customer service fosters customer loyalty, strengthens relationships, and boosts a brand’s reputation. Yet, with a huge volume of customer inquiries in the digital age, …
The Anatomy of a Full Large Language Model Langchain Application
Author(s): Mostafa Ibrahim Originally published on Towards AI. A deep dive — data extraction, initializing the model, splitting the data, embeddings, vector databases, modeling, and inference Photo by Simone Hutsch on Unsplash We are seeing a lot of use cases for langchain …
Building Domain-Specific Custom LLM Models: Harnessing the Power of Open Source Foundation Models
Author(s): Sriram Parthasarathy Originally published on Towards AI. The transformative potential of training large LLMs with domain-specific data. With AI on a private cloud, organizations can ensure that everything, including custom Language Models (LLMs), remains within their secure cloud environment, preserving data …
Computer Vision Tutorial Series M2C2
Author(s): Sujay Kapadnis Originally published on Towards AI. Module 2 — Convolutional Filters and Edge Detection Chapter 2— Filters Starting here? This article is part of a computer vision Tutorial Series. Here’s where you can start. Learning Objectives: What are Filters? What …
Meet BabyAGI — The Autonomous AI Agent to Streamline Your Tasks
Author(s): Sriram Parthasarathy Originally published on Towards AI. Explore 10 Task Examples for Utilizing BabyAGI BabyAGI is an autonomous Artificial Intelligence agent developed by Yohei Nakajima. This autonomous AI agent is designed to generate and execute tasks based on given objectives. It …
Deploying a Langchain Large Language Model (LLM) with Streamlit & Pinecone
Author(s): Mostafa Ibrahim Originally published on Towards AI. Deploying a full-stack Large Language model application using Streamlit, Pinecone (vector DB) & Langchain Photo by David Pupăză on Unsplash LangChain is a library that helps developers build applications powered by large language models …
From Science Fiction to Reality: Exploring the Potential of Generative Agents
Author(s): Sriram Parthasarathy Originally published on Towards AI. Discover How Generative Agents can Redefine Training, Entertainment, and Communication Across Sectors. Generative agents, innovative computer programs that imitate human behavior, have the remarkable ability to remember, reflect, and plan actions. These agents can …
Engineering Prompt Chains With Language Models to Craft a “Summarizer Almighty” Web App
Author(s): LucianoSphere Originally published on Towards AI. Photo by Andreas Klassen on Unsplash Summarizing long texts or scanning them for pieces of information can be a tedious task, especially when you’re pressed for time. And certainly very hard when you are looking …
Supercharge Your Productivity 11 AI-Powered Tools You Need to Try Today
Author(s): Noah Front End Developer Originally published on Towards AI. Image by Gerd Altmann from Pixabay 1.Browse AI — is a web scraping tool that allows non-coders to extract and monitor data from any website. It can train robots to scrape specific …
How ChatGPT Changed the Way I Approach Problem-Solving
Author(s): Leah Berg and Ray McLendon Originally published on Towards AI. Harnessing ChatGPT as a test-driven development partner Photo by Toa Heftiba on Unsplash ChatGPT is an artificial intelligence language model that has rapidly become a key tool for many individuals …
The Intersection of Technology & Mental Health: Advantages & Concerns
Author(s): Deepankar Varma Originally published on Towards AI. The Intersection of Technology & Mental Health: Advantages & Concerns Technology refers to the tools, systems, and methods developed through scientific knowledge and innovation to solve problems and improve human life. The intersection …
Beginners Guide for Finding, Installing, and Using Python Packages with PyPI
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Understand the primary usage of Python Packages Photo by Mildlee on Unsplash Python is one of the most used programming skills, and it’s thanks to its versatility. You can do almost anything …
Correlation and Causation: What are the Differences?
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Learn the differences between both concepts Photo by Sam Moghadam Khamseh on Unsplash In statistics and data science, we often encounter correlation and causation terms. Albeit, the correlation was mentioned more often …
The Impact of 5G Technology on IoT & Smart Cities
Author(s): Deepankar Varma Originally published on Towards AI. The Impact of 5G Technology on IoT & Smart Cities The Internet of Things (IoT) and smart cities are projected to be significantly impacted by the advent of 5G technology, which is poised to …
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