RAG Research Paper Explained: Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Author(s): Aman Agrawal Originally published on Towards AI. RAG Research Paper Explained: Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks Step Inside the World of RAG for a Detailed Breakdown of Its Core Components and Advanced Fine-Tuning Strategies RAG is one of the most …
Querying SQL Database Using LLMs — Is It a Good Idea?
Author(s): Sachin Khandewal Originally published on Towards AI. Exploring advanced prompting tools to query SQL databases in natural language using LLMs and also highlighting the limitations of these techniques. This member-only story is on us. Upgrade to access all of Medium. Image …
PyTorch vs PyTorch Lightning: A Practical Exploration
Author(s): Talha Nazar Originally published on Towards AI. Comparison Between PyTorch and PyTorch Lightning (Image by Author) PyTorch has become a household name among developers and researchers in the ever-evolving world of deep learning. Its dynamic computational graph, flexibility, and extensive community …
Organise Photo Dumps With AI: Face Recognition & Reverse Image Search
Author(s): Tapan Babbar Originally published on Towards AI. Source: Giphy Have you ever been handed a party photo dump so massive that scrolling through it feels like running an endless marathon of blurry dance moves, awkward smiles, and random shoes? It leaves …
Key Performance Indicators (KPIs) in Machine Learning
Author(s): Mirko Peters Originally published on Towards AI. Key Performance Indicators (KPIs) in Machine Learning Source: Mirko Peters with Napkin — KPIs in Machine Learning Understanding KPIs: Definition and Importance In the dynamic world of machine learning, Key Performance Indicators (KPIs) are …
Introducing AppGen from Groq
Author(s): Thomas Reid Originally published on Towards AI. A great new, free tool to code and distribute micro-apps to users This member-only story is on us. Upgrade to access all of Medium. Groq, the speedy LLM inference provider, has recently announced their …
Inside Deliberative Alignment: One of the Methods Poweing GPT-o3
Author(s): Jesus Rodriguez Originally published on Towards AI. Inside Deliberative Alignment: One of the Methods Poweing GPT-o3 Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 175,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, …
How to Summarize, Analyze, and Query Videos with Qwen2-VL Multimodal AI
Author(s): Isuru Lakshan Ekanayaka Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. image source In the era of digital transformation, extracting meaningful insights from multimedia content like videos has become paramount across various …
How To Deploy ML Models as a Service Using Flask
Author(s): Richard Warepam Originally published on Towards AI. 4 Steps: ML Model -> API Service -> Access from Anywhere This member-only story is on us. Upgrade to access all of Medium. If you are not a member, Click here to read the …
How I’d learn ML in 2025 (if I could start over)
Author(s): Boris Meinardus Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. All you need to learn ML in 2025 is a laptop and a list of the steps you must take. I said …
How GenAI is Reshaping the Way We Build Recommendation Systems: A Developer’s Perspective
Author(s): Vikram Bhat Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. As someone who’s worked on building recommendation systems for a few years, I’ve witnessed the dramatic shift in tools, workflows, and paradigms …
Combating Misinformation with Responsible AI: A Fact-Checking Multi-agent Tool Powered by LangChain and Groq
Author(s): Vikram Bhat Originally published on Towards AI. Learn how LangChain and Groq can power a robust solution to verify claims, analyze sentiment, and promote ethical AI practices. This member-only story is on us. Upgrade to access all of Medium. Image generated …
Building Multimodal RAG Application #6: Large Vision Language Models (LVLMs) Inference
Author(s): Youssef Hosni Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Multimodal retrieval-augmented generation (RAG) is transforming how AI applications handle complex information by merging retrieval and generation capabilities across diverse data types, …
The DeepSeek Revolution: Why This AI Model Is Outperforming Tech Giants in 85% of Enterprise Tasks
Author(s): Tim Urista | Senior Cloud Engineer Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. created by me in canva In late 2024, a critical shift occurred in enterprise AI adoption: DeepSeek’s models …
First, Make Sure You Follow These Steps, Before Applying Machine Learning Algorithms!
Author(s): Chandra Prakash Bathula Originally published on Towards AI. Before applying Machine Learning Algorithms, you should think twice and never forget the data exploration. This member-only story is on us. Upgrade to access all of Medium. Yes, Exploratory Data Analysis (EDA), is …
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