graphitout

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  1. Vilberta is a speech-to-speech/text chatbot using a pipeline that combines voice acivity detector (VAD), speech recognition (ASR), a large language model (LLM), tool calling (via MCP) and text-to-speech (TTS). This is a…

  2. I wanted to test vibecoding in a less familiar territory. I have never worked with ReactJS and have limited experience with TypeScript. Therefore, trying out a small frontend-only application seemed like a good choice.…

  3. Lately, I've been tinkering with llama.cpp and the ollama server. The speed of these tools caught my attention, even on my modest 4060 setup. I was quite impressed with the generation quality of models like Mistral. But…

  4. This is part of my journey on pybind11. I wrote a tiny FM Synthesis library in C++ and a Python wrapper for that using pybind11. There is a command-line piano app in the examples directory if you want to play with it.…

  5. What is the structure of knowledge? It's a broad question, and finding a structure that suits everyone is no easy task. Consider this: a backend developer might view knowledge as a table accessible with different keys,…