5 Tool Design Secrets That AI Agents Actually Love
Author(s): Richard Warepam Originally published on Towards AI. LLMs don’t need more tools — they need smarter ones. Here’s how to build ergonomic tools that boost clarity, save tokens, and keep your agents sharp. If you are not a member, read the …
Building Advanced RAG Pipelines with Neo4j and LangChain: A Complete Guide to Knowledge Graph-Powered AI
Author(s): GenAI Lab Originally published on Towards AI. Learn how to combine Neo4j knowledge graphs with LangChain to build accurate, explainable, and production-ready Retrieval-Augmented Generation (RAG) systems. Retrieval-Augmented Generation (RAG) has quickly become the go-to architecture for making Large Language Models (LLMs) …
Jet-Nemotron: NVIDIA’s New AI Architecture Achieves 53x Speed Improvement
Author(s): MKWriteshere Originally published on Towards AI. How the PostNAS framework delivers faster language model inference without sacrificing accuracy across benchmarks Large language models consume massive computational resources. Your company’s AI bills keep climbing. Processing times frustrate users waiting for responses. Image …
Multi-Agent Systems Done Right
Author(s): Vlad Johnson Originally published on Towards AI. In the rapidly evolving field of Artificial Intelligence, multi-agent systems have emerged as a powerful approach to tackling complex, multi-step problems that often exceed the capabilities of single agents. These systems have proven to …
Evolution of Transformers Pt2: Sequence Modelling(Transformers)
Author(s): Apoorv Jain Originally published on Towards AI. In the previous blog of this series, we explored the early revolutionary idea of Recurrent Neural Networks (RNNs) for sequence modelling. We discussed their core intuition, the advantages they offered, and the key limitations, …
How AI is Revolutionising Legal Practice
Author(s): Abhay Aditya Originally published on Towards AI. How NLP models like LegalBERT are reducing costs by 50%, and making professional-grade legal analysis accessible to everyone Imagine you’re Sherlock Holmes, but instead of solving murders, you’re hunting down hidden risks in a …
Build a Production Voice Agent This Weekend: Realtime API + MCP + SIP (Step-by-Step)
Author(s): Tarun Singh Originally published on Towards AI. AI That Picks Up the Phone: Realtime Voice Agents with SIP, MCP, and WebRTC TL;DR: In this hands-on guide you’ll ship a fully working Realtime API voice agent with WebRTC speech-in/speech-out, server-executed MCP-style tools, …
Identifying Generative AI Opportunities for Your Enterprises
Author(s): Leapfrog Technology Originally published on Towards AI. In the ever-evolving landscape of technology, businesses are constantly seeking ways to stay ahead of the curve. One of the most transformative technologies of our time is Artificial Intelligence (AI). At Leapfrog Technology Inc., …
Vector Search Techniques for AI in Pinecone
Author(s): Leapfrog Technology Originally published on Towards AI. Written by Aayush Karn & Aayush Shrestha In the fast-evolving world of Artificial Intelligence (AI) and Generative AI, understanding the nuances of various search techniques is crucial. Our previous blogs introduced the concept of …
Key Steps to Prepare Your Enterprise for AI Integration
Author(s): Leapfrog Technology Originally published on Towards AI. Artificial Intelligence (AI) is transforming industries by enhancing efficiency, fostering innovation, and providing competitive advantages. As businesses seek to integrate AI into their operations, understanding the necessary steps and strategies becomes essential. In this …
Evaluating Large Language Models: What, Why, and How for Chatbots
Author(s): Shivang Doshi Originally published on Towards AI. Introduction In the age of AI chatbots and conversational assistants, one question often gets overlooked amid the excitement: How do we evaluate these large language models (LLMs)? You might have a state-of-the-art model powering …
AI Creating Everyone’s Digital Twin
Author(s): Akhilesh Kulkarni, Ph.D. Originally published on Towards AI. AI Creating Everyone’s Digital Twin One day, you might wake up to find another version of yourself, not in the mirror, not across the room, but in the digital world. What once felt …
We’ve Been Measuring AI Reasoning All Wrong. Here’s How to Fix It.
Author(s): Kaushik Rajan Originally published on Towards AI. A new research paper reveals how we can teach language models to actually think, not just guess the right answer. Imagine a math student who consistently aces every test. You’re impressed. But one day, …
How REFRAG Delivers 30× Faster RAG Performance in Production
Author(s): MKWriteshere Originally published on Towards AI. Intelligent context compression reduces latency and infrastructure costs for development teams If you’ve ever built a Retrieval-Augmented Generation system, you know the pain. Your chatbot pulls 20 relevant documents, feeds them to your LLM, and …
LAI #92: AI Hype vs. Reality, Deepfake Detection, and Copilot+ PCs
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts, This week, we’re looking at where AI is truly useful versus where it’s just hype. Notion makes for a strong case study in integrating AI, where it adds …
Popular posts
Updates
Recent Posts
