Langchain: Framework for Building LLMs Applications
Author(s): Adipta Martulandi Originally published on Towards AI. An Introduction to Langchain for Developing Applications with Large Language Models This member-only story is on us. Upgrade to access all of Medium. Photo by Igor Omilaev on Unsplash Since the emergence of ChatGPT, …
Qwen 2.5 Coder 32B: Is This Best Open Weight Model Better than GPT-4o and Claude 3.5 Sonnet
Author(s): Barhoumi Mosbeh Originally published on Towards AI. source On November 11, Alibaba announced its most advanced coding model to date: Qwen 2.5-Coder-32B-Instruct. But that’s not all, it’s actually part of a whole family of coding models! In addition to the 32B …
A Modern Approach To The Fundamental Problem of Causal Inference
Author(s): Andrea Berdondini Originally published on Towards AI. Photo by the author ABSTRACT: The fundamental problem of causal inference defines the impossibility of associating a causal link to a correlation, in other words: correlation does not prove causality. This problem can be …
Why Become an LLM Developer? Launching Towards AI’s New One-Stop Conversion Course
Author(s): Towards AI Editorial Team Originally published on Towards AI. From Beginner to Advanced LLM Developer Why should you learn to become an LLM Developer? Large language models (LLMs) and generative AI are not a novelty — they are a true breakthrough …
TAI #125: Training Compute Scaling Saturating As Orion, Gemini 2.0, Grok 3, and Llama 4 Approach?
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, the potential plateauing of LLM training scaling laws has been a focus of debate in the AI community. The Information reported that …
Meet Magentic-One: Microsoft’s New Multi-Agent Framework for Solving Complex Tasks
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using DALL-E I recently started an AI-focused educational newsletter, that already has over 170,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
Dear IT Departments, Please Stop Trying To Build Your Own RAG
Author(s): Alden Do Rosario Originally published on Towards AI. Look: You would never ever in a million years build your own CRM system or custom CMS — or in most cases, your own LLM. Would you? And yet, everywhere I look, I …
AI Agents
Author(s): Heidar (Amir) Pirzadeh Originally published on Towards AI. Today, AI agents are at the forefront of innovation across major companies. Imagine you’ve been tasked with transforming an existing SaaS business to be powered by AI agents. Don’t worry — I’m here …
The Principles of Production AI
Author(s): Charly Poly Originally published on Towards AI. One main observation can be made as we approach the end of 2024: AI Engineering is maturing, looking for a safer, more accurate, and reliable way to put RAGs and Agents into user’s hands. …
Building a Fuji X-S20 Camera Q&A App with Gemini, LangChain and Gradio
Author(s): Devi Originally published on Towards AI. Part 2 of a 2-part beginner series exploring fun generative AI use cases with Gemini to enhance your photography skills! A beginner friendly introduction and application of RAG As an amateur photographer, I am experimenting …
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