mtrofficus
A production-grade OCR pipeline on Kubernetes with vLLM and Rust
I'm excited to share an open-source course I've created that walks you through building an Agentic Call Center from the ground up.
The course is divided into five lessons covering core architecture, FastRTC for WebRTC and WebSocket connections, plus integrations with Twilio, Superlinked, Qdrant, and more.
Hope you find it useful!
Yeah, us too.
That's why we built Kubrick AI, an MCP Multimodal Agent for video processing tasks.
Yes! You read that right:
Agents + Video Processing ... and MCP!
Kubrick, the Video Processing Agent
Excited to share one of my latest projects.I'm recreating famous philosophers and historical thinkers inside a video game simulation. It's been wild bringing these iconic minds to life in a whole new way.
Hope you like it!
I wanted to share the open-source course we've built, where you'll learn how to build an AI Companion using these technologies:
1. LangGraph (defining all the agentic workflow) 2. Qdrant (long-term memory) 3. Groq (as LLM provider, so free :)) 4. ElevenLabs (for the TTS module) 5. Whisper (for the STT module) 6. FLUX models (for image generation)
Let me know what you think!!
Agent Design Patterns: Full Course
Just wanted to share the open source course we are launching in GitHub, YouTube and Substack. It's about building a multimodal agent connected to WhatsApp taking inspiration from the movie Ex Machina (that's why it's called Ava xD).
The course is structured in 6 lessons, that we are launching every Wednesday (of course, everything is 100% free haha).
Let me know what you think!!
Make Llama 3.1 8B talk in Rick Sanchez's style
1. Creating a custom dataset from Rick and Morty transcripts in ShareGPT format
2. Finetuning the model using Unsloth's optimizations on Lambda Labs GPUs
3. Converting and deploying the model to Ollama for local use
It's a fun way to learn LLM finetuning while creating your own Rick-speaking AI assistant.
Wubba lubba dub dub!
YouTube Series: Agentic patterns from scratch using Groq [video]
The code for all the videos is available in this repo: https://github.com/neural-maze/agentic_patterns
Hope you like it!!
A Vector Database Plays Mario Kart 64
"In fact, our name comes from the word “grok” which means the ability “to understand profoundly and intuitively.”"