Researchers trained a small language model to route queries to specialized retrieval agents, achieving an NDCG@10 of 0.918 on mismatched queries, compared to 0.539 for Amazon Nova Lite and 0.490 for C…
A developer built Unducked, a code-review tool that uses a foul-mouthed rubber duck persona to roast code and find bugs. The project is implemented as a single TypeScript file using AWS Agent Toolkit,…
At the AI for Bharat Hackathon, a developer built BizBoost AI, a voice-first React frontend for Indian micro-merchants that uses the browser's native Web Speech API for Hindi speech recognition. The f…
A developer designed and open-sourced an Enterprise Refund AI Assistant on AWS, using a serverless Retrieval-Augmented Generation (RAG) architecture to ground LLM outputs in verified enterprise docume…
IBS Software used Amazon Bedrock's managed distillation capabilities to build a bilingual named entity recognition system for cargo logistics, achieving 95.085% F1-Score accuracy while reducing operat…
A developer built Focus Flow, a serverless productivity suite that unifies daily task management, expense tracking, and personal finance into a single dashboard. The project uses AWS Aurora for relati…