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Areas Served: Unlocking Document Intelligence: E2E Azure-Powered Chatbot with Vector-Based Search (Part 2 — Q&A)
Author(s): Shravankumar Hiregoudar Originally published on Towards AI. In the previous part, we embarked on a remarkable journey into document processing. We witnessed the development of a robust document embedding mechanism and the creation of a vector store, setting the stage for …
Unlocking Document Intelligence: E2E Azure-Powered Chatbot with Vector-Based Search (Part 1 — Embedding)
Author(s): Shravankumar Hiregoudar Originally published on Towards AI. In today’s fast-paced business environment, having quick and efficient access to information is crucial. Many organizations deal with a vast amount of unstructured data, such as documents and images, and need to extract and …
Enhancing Multi-Layer Perceptron Performance: Demystifying Optimizers
Author(s): Anand Raj Originally published on Towards AI. Introduction Optimizers are algorithms or methods used to adjust the attributes of a model, such as its weights and learning rate, in order to minimize the error or loss function during the process of …
Understand ChatGPT Better Than 99% of People
Author(s): Boris Meinardus Originally published on Towards AI. Everyone knows ChatGPT, but do you know how it works? You perhaps know it predicts one word at a time. But do you know how it chooses the right word? Because it’s probably not …
Sentiment Analysis of Yelp Restaurants Reviews in Real-Time
Author(s): Sara M. Originally published on Towards AI. Image By rawpixel.com from Freepik Your Guide to real-time Sentiment Analysis In the bustling world of modern-day dining experiences, customer feedback holds a paramount role in shaping the success and reputation of restaurants. The …
Mistral’s new chatbot: Unpacking Le Chat’s Capabilities and Controversies
Author(s): Jelle Van Bost Originally published on Towards AI. Testing the Limits of Mistral AI’s Conversational Assistant in Beta AccessImage generated by the author on firefly.adobe.com Mistral's new AI tool promises powerful conversations, but after a few simple tests, I discovered that …
How AI Is Redefining Journalism
Author(s): Louis-François Bouchard Originally published on Towards AI. The role of AI in modern media Channel 1 aims to revolutionize journalism with AI-generated news anchors delivering personalized news content to anyone in their own language. Even the voices you hear will have …
GPT-4 On-the-Fly DataVisualization Tools: A Simple Mapping Example
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. With AI, there …
Sora vs. Mulholland Drive
Author(s): Kelvin Lu Originally published on Towards AI. Mulholland Drive scene In 2001, David Lynch released one of his many masterpieces, Mulholland Drive. It’s a multi-layered, surprisingly resonant mind-boggler that explores themes of illusions, delusions, greed, jealousy, guilt, power, rotting aspirations, the …
The Most Expensive Peace Army
Author(s): Optimization team Originally published on Towards AI. It’s widely acknowledged that on a standard chessboard, precisely 8 queens, 8 rooks, 14 bishops, 32 knights, or 16 kings can be arranged without threatening each other. But what if we amalgamated these pieces? …
LangGraph + Function Call + Web Scraper = Multi-Agent Application
Author(s): Gao Dalie (高達烈) Originally published on Towards AI. In this Story, I will break down how you can create a LangGraph, make function calls, and develop a web scraper to scrape any website you like. On top of that, you can …
GLIGEN, the Tool to Rule All AI Image Generators
Author(s): Ignacio de Gregorio Originally published on Towards AI. The Grounding Problem Solved? The tool all artists have been waiting for is here. GLIGEN is a new framework by Microsoft and the Universities of Washington-Madison and Columbia that allows much higher control …
Advanced RAG 05: Exploring Semantic Chunking
Author(s): Florian June Originally published on Towards AI. introducing principles and applications of semantic chunking After parsing the document, we can obtain structured or semi-structured data. The main task now is to break them down into smaller chunks to extract detailed features, …
This AI newsletter is all you need #88
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week in AI, Gemini’s embarrassing and backfiring attempt to implement DEI (Diversity, Equity, and Inclusion) and counter LLM bias was the center of …
Hands-On LangChain for LLM Applications Development: Prompt Templates
Author(s): Youssef Hosni Originally published on Towards AI. By prompting an LLM or large language model, it is possible to develop complex AI applications much faster than ever before. However, an application can require prompting an LLM multiple times and parsing its …
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