The Brain Behind Intelligent AI: MongoDB Meets Zero-Shot Learning
Team Members This project was developed by: @hasini_sivaram @pothineni_rahinisai_ @suvidha_sreenichenametla @bavuna_aashritha We would like to express…
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(The Voice) Multilingual Layer
The Catalyst: One Language, Many Attack Surfaces The comfortable fiction is: “We wrote English rules, so the model is safe.” The truth: LLMs are multi…
Exploring LLM-Based Deep Search Agents
Hello everyone I’m Sheikh Saif Ali, and in this second blog I am discussing: “A Survey of LLM-based Deep Search Agents (2026)” Tagging for feedback: @…
OmniVoice: Open-Source TTS with 600+ Languages and Zero-Shot Voice Cloning
OmniVoice: Open-Source TTS with 600+ Languages and Zero-Shot Voice Cloning The TTS landscape just shifted. On March 31, 2026, the k2-fsa team — the sa…
Building Conversational AI in Amharic: Lessons from Creating Ethiopia's First Voice AI Tutor
Did you know that over 100 million people speak Amharic, yet there's virtually no conversational AI built specifically for this language? When I start…
Voice Agent
Building a Voice-Controlled Local AI Agent: From Audio to Action Introduction Voice interfaces are rapidly becoming a natural way for humans to intera…
Your Voice Assistant Doesn't Need the Cloud — Here's How I Built 5 Offline NLP Tools
Every time I build an AI-powered tool that requires an internet connection, I feel a small pang of guilt. We've normalized shipping software that stop…
Creating an Offline AI Voice Agent Using Whisper and Ollama
Introduction Artificial intelligence (AI) systems based on voice have become very popular among modern devices. In my current research, I created an A…
Building a Voice-Controlled Local AI Agent
🧠 Building a Voice-Controlled AI Agent on a Low-End Laptop 🚀 Introduction Most voice-based AI systems depend on cloud services and powerful hardware. …
Nobody Tells You This About Slow Transformer Models — I Fixed Mine in 3 Steps
Hot take: most " my model is slow " problems are not model problems. They're inference problems. And the ML community almost never talks about that ga…