A Step-by-Step Guide to Building a Semantic Search Engine with Sentence Transformers, FAISS, and all-MiniLM-L6-v2
Source: MarkTechPost Semantic search goes beyond traditional keyword matching by understanding the contextual meaning of search queries. Instead...
KBLAM: Efficient Knowledge Base Augmentation for Large Language Models Without Retrieval Overhead
Source: MarkTechPost LLMs have demonstrated strong reasoning and knowledge capabilities, yet they often require external knowledge augmentation when...
NVIDIA AI Just Open Sourced Canary 1B and 180M Flash – Multilingual Speech Recognition and Translation Models
Source: MarkTechPost In the realm of artificial intelligence, multilingual speech recognition and translation have become essential tools for...
Microsoft AI Introduces Claimify: A Novel LLM-based Claim-Extraction Method that Outperforms Prior Solutions to Produce More Accurate, Comprehensive, and Substantiated Claims from LLM Outputs
Source: MarkTechPost The widespread adoption of Large Language Models (LLMs) has significantly changed the landscape of content creation...
A Coding Implementation to Build a Document Search Agent (DocSearchAgent) with Hugging Face, ChromaDB, and Langchain
Source: MarkTechPost In today’s information-rich world, finding relevant documents quickly is crucial. Traditional keyword-based search systems often fall...
Cloning, Forking, and Merging Repositories on GitHub: A Beginner’s Guide
Source: MarkTechPost This comprehensive guide walks you through the essential GitHub operations of cloning, forking, and merging repositories....
This AI Paper Introduces a Latent Token Approach: Enhancing LLM Reasoning Efficiency with VQ-VAE Compression
Source: MarkTechPost Large Language Models (LLMs) have shown significant improvements when explicitly trained on structured reasoning traces, allowing...
NVIDIA Open-Sources cuOpt: An AI-Powered Decision Optimization Engine–Unlocking Real-Time Optimization at an Unprecedented Scale
Source: MarkTechPost Every day, organizations face complex logistical challenges—from optimizing delivery routes and managing supply chains to streamlining...
IBM and Hugging Face Researchers Release SmolDocling: A 256M Open-Source Vision Language Model for Complete Document OCR
Source: MarkTechPost Converting complex documents into structured data has long posed significant challenges in the field of computer...
Building a Retrieval-Augmented Generation (RAG) System with FAISS and Open-Source LLMs
Source: MarkTechPost Retrieval-augmented generation (RAG) has emerged as a powerful paradigm for enhancing the capabilities of large language...