Create an Adaptive Customer Behavior Analytics Dashboard with Claude AI and Python
Author(s): Adnan Siddiqi Originally published on Towards AI. In my previous post, I introduced OpenAI’s image APIs and used them to create avatars. Today, I’m diving into another LLM service, ClaudeAI, which has gained traction for its speed and sharp analytical responses. …
MongoRAG: Leveraging MongoDB Atlas as a Vector Database with Databricks-Deployed Embedding Model and LLMs for Retrieval-Augmented Generation
Author(s): Dwaipayan Bandyopadhyay Originally published on Towards AI. Today, in this article, I will give a detailed walkthrough about how we can leverage MongoDB’s own Atlas as a Vector Search Index and Embedding model and LLM served as an endpoint in the …
Achieving General Intelligence (AGI) and Super Intelligence (ASI): Pathways, Uncertainties, and Ethical Concerns
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. Artificial Super Intelligence (ASI): The Research Frontiers to Achieve AGI to ASI and the Challenges for Humanity Examining the Latest Research Advancements and Their Implications for ASI Development The Research Frontiers to Achieve …
Understanding Agentic RAG and How It’s Different From RAG With Code
Author(s): Harsh Maheshwari Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Created using Dalle 3 In the world of Large Language Models (LLMs), Retrieval Augmented Generation (RAG) has emerged as a game-changer. Traditional …
Jailbreaking DeepSeek
Author(s): Shashwat (Shawn) Gupta Originally published on Towards AI. The AI community knows that DeepSeek censors some content. However, in this post, I bring out common approaches to jailbreak the model and get relevant information. The whole idea is to fool the …
TAI #137: DeepSeek r1 Ignites Debate: Efficiency vs. Scale and China vs. US in the AI Race
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week’s AI discourse centered on DeepSeek’s r1 release, which sparked a heated debate about its implications for OpenAI, GPUs, and the broader industry. …
Learn Reinforcement Learning from Human Feedback (RLHF): Your 9-Hour Study Plan
Author(s): Peyman Kor Originally published on Towards AI. A visual explanation of RLHF — Image Source: Author Introduction This blog post is for people who have heard the term Reinforcement Learning from Human Feedback (RLHF) and are curious about this method. In …
Part 02 Module 01
Author(s): Sudeep Originally published on Towards AI. Now let’s learn about Correlation. Correlation is a statistical measure that indicates the strength and direction of a relationship between two variables. In a dataset, the values can show: Positive Correlation: As one variable increases, …
Machine Learning in Healthcare
Author(s): Rohan Rao Originally published on Towards AI. Diabetes Prediction with ML This member-only story is on us. Upgrade to access all of Medium. Photo by Stephen Dawson on Unsplash How cool it sounds “Machine Learning In Healthcare” to you? It sounds …
AutoGen, AG2, and Semantic Kernel: Complete Guide
Author(s): Naveen Krishnan Originally published on Towards AI. 🚀Deep Dive into AutoGen (0.2 & 0.4), AG2, and Semantic Kernel — Exploring Agent Architecture, Chats using all Frameworks, and More 🤖 Image generated using Microsoft Designer 1. Introduction As AI (Artificial Intelligence) is …
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