How To Learn Any Language Efficiently With AI?
Author(s): Nicolas MARTIN Originally published on Towards AI. Learning a language is often difficult and requires dozens of classes until reaching a reasonable level. Unfortunately, a lot of people in the world cannot afford to have quality classes. In addition, we can …
Evaluating and Monitoring LLM Agents: Tools, Metrics, and Best Practices
Author(s): Chinmay Bhalerao Originally published on Towards AI. This blog includes the tools that you can use to monitor and assess the performance of the Agentic approach This member-only story is on us. Upgrade to access all of Medium. Image created by …
Building Multi-Agent AI Systems From Scratch: OpenAI vs. Ollama
Author(s): Isuru Lakshan Ekanayaka Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Source: https://langfuse.com/blog/2024-07-ai-agent-observability-with-langfuse In the dynamic realm of artificial intelligence, multi-agent systems have emerged as a transformative approach for addressing complex tasks …
Build a Chat-With-Document Application Using Python
Author(s): Krishan Walia Originally published on Towards AI. Build your own Chat-With-Document Application using Python in the most guided and intuitive way. This member-only story is on us. Upgrade to access all of Medium. Not a member?Access the full article for free …
[AI/ML] Keswaniβs Algorithm for 2-player Non-Convex Min-Max Optimization
Author(s): Shashwat Gupta Originally published on Towards AI. Keswaniβs Algorithm introduces a novel approach to solving two-player non-convex min-max optimization problems, particularly in differentiable sequential games where the sequence of player actions is crucial. This blog explores how Keswaniβs method addresses common …
[AI/ML] Spatial Transformer Networks (STN) β Overview, Challenges And Proposed Improvements
Author(s): Shashwat Gupta Originally published on Towards AI. The modification of dynamic spatial information through spatial transformer networks (STNs) allows models to handle transformations such as scaling and rotation for subsequent tasks. They enhance recognition accuracy by enabling models to focus on …
[AI/ML] Diffusion Models β A Beginnerβs Guide to Math Behind Stable Diffusion and Dall-e!
Author(s): Shashwat Gupta Originally published on Towards AI. Generative modeling in computer vision has advanced significantly, with Diffusion Models leading the way and powering tools like DALL-E and Stable Diffusion. These models have transformed machine capabilities, offering new possibilities in art, design, …
Web-LLM Assistant: Bridging Local AI Models With Real-Time Web Intelligence
Author(s): Isuru Lakshan Ekanayaka Originally published on Towards AI. Top highlight This member-only story is on us. Upgrade to access all of Medium. In the dynamic realm of artificial intelligence, the ability to access and synthesize real-time information is paramount. Traditional large …
Cubic Roots-Fit a Quadratic Between a Turning Point And Midpoint!
Author(s): Greg Oliver Originally published on Towards AI. A Root Approximation Tool Kit Mixing and Matching Polynomial ArchitecturesGenetic Cubic Architectural Dimensions This member-only story is on us. Upgrade to access all of Medium. This post presents a novel Cubic-Quadratic function matchup for …
ChatGPT Gets Windows App
Author(s): Get The Gist Originally published on Towards AI. Plus: Elon Musk Sues OpenAI This member-only story is on us. Upgrade to access all of Medium. Welcome to Get The Gist, where every weekday we share an easy-to-read summary of the latest …
🌟 AI-Powered Art Generator: Opensource And Free
Author(s): Anoop Maurya Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Image Generated By Author using this Tool Itβs 2 AM, and youβre deep in your world of code, brainstorming ideas, or maybe …
How Googleβs Watermarking Technology Identifies AI-Generated Content
Author(s): Lamprini Papargyri Originally published on Towards AI. In October 2024, Google DeepMindβs SynthID tool for watermarking AI-generated text was released as open-source, marking a significant step forward in AI transparency. This tool emerged in response to growing concerns about distinguishing AI-generated …
Taming the Oracle: Key Principals That Bring Our LLM Agents to Production
Author(s): Nate Liebmann Originally published on Towards AI. A Tame Oracle. Generated with Microsoft Designer With the second anniversary of the ChatGPT earthquake right around the corner, the rush to build useful applications based on large language models (LLMs) of its like …
Azure Data Engineer Portfolio Project Series For Beginners (Part-I)
Author(s): Kamireddy Mahendra Originally published on Towards AI. Image by author Hello Welcome to the Azure Data Engineer Project Series, Before building the Data Architecture or any data pipelines in any cloud platform, we need to know the basic terms each platform …
Build the Smallest LLM From Scratch With Pytorch (And Generate PokΓ©mon Names!)
Author(s): Tapan Babbar Originally published on Towards AI. Source: Image by Author So, there I was, toying with a bunch of PokΓ©mon-inspired variations of my catβs name β trying to give it that unique, slightly mystical vibe. After cycling through names like …